[2024] 450+ Google Cloud Certification Training Courses

If you want to get Google Cloud certified, here’s a list of 450+ online courses to help you prepare for the exam.

Rui Ma, Manoel Cortes Mendez, Suparn Patra & Pat Bowden

Sep 16th, 2024

In a previous Class Central article, we compiled more than 300 free certificate courses and badges offered by Google. In this article, we focus on Google Cloud certifications and training courses.

Google Certifications

The Google Cloud Platform (GCP) is a suite of cloud computing services offered by Google. It includes over 100 products and services such as compute, storage, databases, machine learning, and more.

Google currently offers 11 certification exams for IT professionals to validate their GCP skills. Students can take the exam in person or online. Registration costs $99–200. The exams take between 90 min and 2 hours to complete and have multiple-choice questions.

A wide range of learning resources, including courses and hands-on labs, are available on Coursera, Cloud Academy, A Cloud Guru (now part of Pluralsight), and Cloud Skills Boost (previously Qwiklabs) to prepare for the certification exams. Below, we’ve compiled more than 450 such resources that, we hope, will help you pass your Google certification.

Below, you can see Google’s 11 certifications. Click to jump to the corresponding learning resources.

Cloud Digital Leader Certification
Associate Cloud Engineer Certification
Professional Cloud Architect Certification
Professional Cloud Database Engineer Certification
Professional Cloud Developer Certification
Professional Data Engineer Certification
Professional Cloud DevOps Engineer Certification
Professional Cloud Security Engineer Certification
Professional Cloud Network Engineer Certification
Professional Google Workspace Administrator Certification
Professional Machine Learning Engineer Certification

More Courses

If you’d like to learn more than Google Cloud, browse Class Central’s catalog of 250K courses or check other compilations:

You can find all our free certificates articles here.

Cloud Digital Leader Certification

The Cloud Digital Leader exam assesses general Google Cloud knowledge with multiple choice and multiple select questions. The registration fee is $99.

Cloud Digital Leader learning path via cloudskillsboost.google

Google Cloud Digital Leader Certification Course – Pass the Exam!
via freeCodeCampPrepare for the Google Cloud Digital Leader Certification and pass! ★★★★☆ 2 ratings

Digital Transformation with Google Cloud
Google via Google Cloud Skills Boost
Explore cloud technology’s impact on business, learn fundamental concepts, and understand computing models to drive digital transformation and leverage Google Cloud effectively.

Google Cloud Digital Leader Training
Google Cloud via Coursera
Gain foundational knowledge in cloud technology, Google Cloud services, and digital transformation to contribute effectively to cloud-related business initiatives across your organization.

Google Cloud Certified Cloud Digital Leader
via A Cloud Guru
Level up your cloud knowledge in general, and your Google Cloud knowledge in particular.

GCP for Beginners – Become a Google Cloud Digital Leader
via Udemy
Google Cloud for Beginners. Start Cloud Computing with GCP and become a Cloud Digital Leader.

Google Cloud Digital Leader Training
Google Cloud via Coursera
Foundational training on cloud technology, Google Cloud products, and digital transformation. Covers data, AI/ML, infrastructure modernization, security, and scaling operations for business professionals.

Transform Your Business with Google Cloud
Salesforce via Trailhead
Learn the fundamentals of cloud digital transformation with Cloud Digital Leader training.

Ultimate Google Cloud Certifications: All in one Bundle
via Udemy
430k Subs -Digital Leader, Cloud Engineer, Machine Learning, Architect, Developer, DevOps Engineer, Security Engineer

Infrastructure and Application Modernization with Google Cloud בעברית
Google Cloud via Coursera
מודרניזציה של תשתיות ואפליקציות עם Google Cloud: פתרונות לאתגרי IT מסורתיים, כולל אפשרויות מחשוב בענן, מודרניזציה של יישומים וניהול API לשיפור ביצועים עסקיים.

Google Cloud Digital Cloud Leader Certification Crash Course
via Udemy
Learn about Digital Transformation with GCP and get certified in Google Cloud Digital Transformation!

The Ultimate Beginners guide to Google Cloud Platform (GCP)
via Udemy
Learn the basics of Google Cloud. No prior knowledge of GCP or cloud computing necessary! No software to install!

Google Cloud Services Fundamental Crash Course For Beginners
via Udemy
Learn all GCP – Google Cloud service compute, storage, networking, database from Cloud Console in just 2 hour-fast paced

Google Cloud Digital Leader in Français
Google Cloud via Coursera
Acquérez des compétences cloud, explorez les cas d’utilisation professionnels et découvrez comment les solutions Google Cloud peuvent aider les entreprises à se transformer numériquement.

Google Cloud Digital Leader Training בעברית
Google Cloud via Coursera
הכשרה מקיפה בעברית לפיתוח מיומנויות בטכנולוגיית ענן, תרחישים עסקיים, ופתרונות Google Cloud לתמיכה בטרנספורמציה דיגיטלית וחדשנות ארגונית.

Google Cloud Computing Foundations: Infrastructure in Google Cloud
Google via Google Cloud Skills Boost
Explore Google Cloud infrastructure, storage options, APIs, and security fundamentals. Gain hands-on experience with Cloud Storage, SQL, Pub/Sub, and IAM through practical labs.

Get Started with Cloud Storage: Challenge Lab
Google via Google Cloud Skills Boost
This challenge lab tests your skills and knowledge from the labs in the Get Started with Cloud Storage quest. You should be familiar with the content of labs before attempting this lab.

Cloud Scheduler: Qwik Start
Google via Google Cloud Skills Boost
In this lab you’ll create a recurring Cloud Scheduler job that specifies a Pub/Sub topic as the job target.

Confluent: Clickstream Data Analysis Pipeline Using ksqlDB
Google via Google Cloud Skills Boost
This lab will cover how to create a clickstream data analysis pipeline using ksqlDB.

AlloyDB – Database Fundamentals
Google via Google Cloud Skills Boost
In this lab you perform several key tasks when using an AlloyDB for PostgreSQL database.

Cloud Spanner: Qwik Start
Google via Google Cloud Skills Boost
This lab shows how to perform basic operations in Cloud Spanner using the Google Cloud Platform Console.

Google Cloud Essential Skills: Challenge Lab
Google via Google Cloud Skills Boost
This is a Challenge Lab where you must complete a series of tasks within a limited time period. Instead of following step-by-step instructions, you will be presented with a general objective, and will be scored automatically based on your activity.

Redacting Sensitive Data with the DLP API
Google via Google Cloud Skills Boost
Learn to protect sensitive information using Google’s DLP API. Explore setup, implementation, and practical techniques for data inspection and redaction.

Cloud Functions: Qwik Start – Console
Google via Google Cloud Skills Boost
This hands-on lab shows you how to create and deploy a Cloud Function using the Cloud Platform Console.

Using BigQuery and Cloud Logging to Analyze BigQuery Usage
Google via Google Cloud Skills Boost
In this lab you view the BigQuery logs inside Cloud Logging, set up a sink to export them back into BigQuery, and then use SQL to analyze the logs.

A Tour of Google Cloud Sustainability
Google via Google Cloud Skills Boost
In this hands-on lab, you will learn why Google Cloud is the cleanest cloud in the industry by exploring and utilizing sustainability tools..

Google Cloud Fundamentals for Azure Professionals: Core Infrastructure
via Pluralsight
Google Cloud Fundamentals for Azure Professionals introduces important concepts and terminology for working with Google Cloud.

Google Cloud Fundamentals for AWS Professionals
via Pluralsight
Google Cloud Fundamentals for AWS Professionals introduces important concepts and terminology for working with Google Cloud.

Understand Your Google Cloud Costs
Google via Google Cloud Skills Boost
Learn to manage Google Cloud costs through billing setup, resource organization, cost tracking, and data analysis using reports, BigQuery, and Looker Studio.

Optimize Your Google Cloud Costs
Google via Google Cloud Skills Boost
Discover strategies to control and optimize Google Cloud costs through budgets, alerts, quota management, and committed use discounts. Hands-on labs provide practical experience in implementing cost-saving measures.

Trust and Security with Google Cloud
Google via Google Cloud Skills Boost
Explore cloud security fundamentals, Google Cloud’s multilayered infrastructure protection, and how Google builds customer trust. Learn key concepts for securing data and applications in the cloud.

Digital Transformation Using AI/ML with Google Cloud
Google Cloud via Coursera
Explore how AI and ML in the cloud drive business transformation, covering Google Cloud concepts, infrastructure modernization, and ML project management for non-technical professionals.

Google Cloud Customer Care Fundamentals
Google via Google Cloud Skills Boost
Learn to effectively utilize Google Cloud Support, manage cases, troubleshoot issues, and communicate with Support Engineers for optimal cloud service assistance.

Gemini Explorer
Google via Google Cloud Skills Boost
Explore advanced Gemini API techniques for text generation, multimodal content analysis, and function calling. Enhance AI projects with sophisticated capabilities and earn a Google Cloud skill badge.

Associate Cloud Engineer Certification

The Associate Cloud Engineer exam assesses Google Cloud knowledge in setting up a cloud environment, configuring a cloud solution, and deploying and implementing a cloud solution. The registration fee is $125.

Cloud Engineer learning path via cloud.google.com

Essential Google Cloud Infrastructure: Foundation
Google Cloud via Coursera
Explore Google Cloud’s infrastructure services, focusing on Compute Engine. Learn to deploy networks, VMs, and applications through hands-on labs and demos. Gain skills in cloud architecture and virtual networking.
★★★★☆ (1 rating)

Preparing for Your Associate Cloud Engineer Journey
Google Cloud via Coursera
Structured preparation guide for the Associate Cloud Engineer exam, covering key Google Cloud domains and offering strategies to enhance domain knowledge for certification success.
★★★★★ (1 rating)

Essential Google Cloud Infrastructure: Core Services
Google Cloud via Coursera
Explore Google Cloud’s infrastructure services, focusing on Compute Engine. Learn to deploy and manage resources, implement security, handle billing, and monitor operations effectively.
★★★★☆ (1 rating)

Elastic Google Cloud Infrastructure: Scaling and Automation
Google Cloud via Coursera
Learn to scale and automate Google Cloud infrastructure with hands-on labs covering networking, load balancing, autoscaling, and managed services for efficient cloud solutions.
★★★★☆ (1 rating)

Preparing for Google Cloud Certification: Cloud Engineer
Google Cloud via Coursera
Gain hands-on experience with Google Cloud infrastructure, services, and Kubernetes. Develop skills for cloud architecture and prepare for the Associate Cloud Engineer certification through labs and practice exams.
★★★★★ (1 rating)

Developing Applications with Google Cloud: Foundations
Google Cloud via Coursera
Learn to develop applications on Google Cloud, covering best practices, compute and data options, authentication, deployment, monitoring, and integrating AI. Hands-on labs provide practical experience.

Preparing for Your Associate Cloud Engineer Journey
Google Cloud via edX
This course helps you structure your preparation for the Associate Cloud Engineer exam.

Cloud Engineering with Google Cloud
Google Cloud via Coursera
Gain hands-on skills in Google Cloud infrastructure, from core services to scaling and automation. Prepare for the Associate Cloud Engineer certification with practical labs and expert guidance.

Preparing for Your Associate Cloud Engineer Journey
Google via Google Cloud Skills Boost
This course helps you structure your preparation for the Associate Cloud Engineer exam. You will learn about the Google Cloud domains covered by the exam and how to create a study plan to improve your domain knowledge.

Google Cloud Associate Cloud Engineer Course – Pass the Exam!
via freeCodeCamp
Comprehensive preparation for Google Cloud Associate Cloud Engineer exam, covering key concepts, services, and hands-on practice to deploy, monitor, and manage cloud solutions effectively.

Preparing for Your Associate Cloud Engineer Journey 日本語版
Google Cloud via Coursera
Google Cloud認定試験の準備に役立つ日本語コース。クラウド環境の設定、計画、実装、運用、セキュリティなど、試験範囲を網羅的に学習できる。

GCP Associate Cloud Engineer Certification : Google Cloud
via Udemy
Learn Google Cloud – GCP with 90+ Hands-on demo Lab & make yourself fully prepared for GCP Associate Cloud Engineer Exam

Google Certified Associate Cloud Engineer
via A Cloud Guru
This course is to prep you for the Google Cloud Associate Engineer exam!

Preparing for Your Associate Cloud Engineer Journey – Português Brasileiro
Google Cloud via Coursera
Prepare-se para o exame Associate Cloud Engineer do Google Cloud, aprendendo sobre domínios essenciais e criando um plano de estudos eficaz para aprimorar seus conhecimentos.

GCP Associate Cloud Engineer – Google Cloud Certification
via Udemy
GCP ACE – Google Cloud Associate Cloud Engineer certification. Begin your Google Cloud Platform – GCP journey!

Google Cloud Fundamentals: Core Infrastructure
Google via Google Cloud Skills Boost
Explore Google Cloud’s core services, including computing, storage, and resource management, through hands-on labs and videos. Gain essential knowledge for working with this powerful platform.

Google Cloud Associate Cloud Engineer: Get Certified 2024
via Udemy
Learn How to Pass the Exam from the author of the Official Certification Guide for Google

Google Cloud Platform (GCP) Cert: Associate Cloud Engineer
via Udemy
Develop the skills you need to pass the Google Cloud Platform (GCP) Associate Engineer Certification exam!

Preparing for Your Associate Cloud Engineer Journey en Español
Google Cloud via Coursera
Estructuración de la preparación para el examen de Associate Cloud Engineer, cubriendo dominios clave de Google Cloud y creando un plan de estudio efectivo.

Maintaining VMs with Google Compute Engine
via Pluralsight
Creating and deleting virtual machines is easy and it’s simple to take those skills to the next level. Expand your skills by creating a VM where you need to add disks, install software, configure networks, and write maintenance scripts.

Rent-a-VM to Process Earthquake Data
Google Cloud via Coursera
Spin up a virtual machine, configure security, access remotely, and execute an ingest-transform-publish data pipeline for earthquake data processing.

Hosting a Web App on Google Cloud Using Compute Engine
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab you’ll deploy and scale a Web App on Google Compute Engine.

Google Cloud Platform (GCP) Fundamentals for Beginners
via Udemy
Learn How to Use Key GCP Services From the Ground Up Through Hands-On Demos and Detailed Use Cases!

Deploy Your Website on Cloud Run
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will deploy a website to Google Kubernetes Engine, scale it out to more instances, then deploy a new version using rolling updates.

Google Certified Associate Cloud Engineer 2020
via A Cloud Guru
Get a Google Associate Cloud Engineer (ACE) certification by developing skill to set up and manage Google Cloud Platform applications. Start a Free Trial!

Google Cloud – Associate Cloud Engineer Certification Course
via Udemy
Learn the power of the Google Cloud Platform and prepare yourself for the Associate Cloud Engineer Certification Exam

Google Cloud Platform Associate Cloud Engineer Cert Prep: 5 Configuring Access and Security
via LinkedIn Learning
Continue your preparations for the Google Associate Cloud Engineer exam by exploring how to manage access and security with IAM, service accounts, and more.

Prepare for the Google Cloud Platform Associate Cloud Engineer Exam
via LinkedIn Learning
The GCP Associate Cloud Engineer certification is intended for those who plan to deploy applications, monitor operations, and manage enterprise solutions on Google Cloud Platform. This learning path helps those looking to earn this prestigious certification.

Essential Google Cloud Infrastructure: Foundation
Google via Google Cloud Skills Boost
Explore Google Cloud’s infrastructure services, focusing on Compute Engine. Learn about virtual networking, VMs, and cloud architecture through hands-on labs and demos.

Getting Started with Google Kubernetes Engine
Google via Google Cloud Skills Boost
Learn to deploy and manage containerized applications on Google Kubernetes Engine. Covers GKE basics, Kubernetes architecture, and operations for efficient cloud-native development.

Architecting with Google Kubernetes Engine: Foundations
Google via Google Cloud Skills Boost
Explore Google Cloud, containers, and Kubernetes architecture. Learn to deploy and manage applications on Google Kubernetes Engine for efficient cloud-native development.

IAM Custom Roles
Google via Google Cloud Skills Boost
Explore IAM custom roles in Google Cloud, from viewing permissions to creating, editing, and managing roles for fine-grained access control and resource management.

Authentication, Authorization, and Identity with Vault
Google via Google Cloud Skills Boost
In this hands-on lab, you will learn to use authentication and authorization methods within Vault. You will also create users, aliases, entities, and groups.

Get Started with Pub/Sub: Challenge Lab
Google via Google Cloud Skills Boost
This challenge lab tests your understanding of Cloud Pub/Sub and Cloud Scheduler.

Deploy and Monitor in Google Cloud for Azure Professionals
Google via Google Cloud Skills Boost
Learn to deploy and monitor applications in Google Cloud, comparing solutions with Azure and gaining hands-on experience building and managing resources.

Set Up and Configure a Cloud Environment in Google Cloud – AWS: Challenge Lab
Google via Google Cloud Skills Boost
This challenge lab tests your skills and knowledge from the labs in the Build Google Cloud Infrastructure for AWS Professionals quest. You should be familiar with the content of the labs before attempting this lab.

Preparing for Your Associate Cloud Engineer Journey
via Pluralsight
This course helps you structure your preparation for the Associate Cloud Engineer exam. You will learn about the Google Cloud domains covered by the exam and how to create a study plan to improve your domain knowledge.

APIs Explorer: Compute Engine
Google via Google Cloud Skills Boost
Use the APIs Explorer to create a Compute Engine instance, then use Cloud monitoring to monitor the CPU usage.

Create and Manage Cloud Resources: Challenge Lab
Google via Google Cloud Skills Boost
This challenge lab tests your skills and knowledge from the labs in the Create and Manage Cloud Resources quest. You should be familiar with the content of the labs before attempting this lab.

Google Cloud Fundamentals for AWS Professionals
via Pluralsight
Google Cloud Fundamentals for AWS Professionals introduces important concepts and terminology for working with Google Cloud.

Baseline: Infrastructure
Google via Google Cloud Skills Boost
Hands-on practice with Google Cloud services including Storage, Stackdriver, and Functions. Develop practical skills for cloud initiatives through interactive labs and brief instructional videos.

Cloud Engineering
Google via Google Cloud Skills Boost
Hands-on practice for Google Cloud Associate Cloud Engineer certification, covering IAM, networking, Kubernetes, and more. Enhance skills through curated labs and practical exercises.

Google Cloud Solutions I: Scaling Your Infrastructure
Google via Google Cloud Skills Boost
Learn to scale infrastructure using Google Cloud’s powerful tools, including load balancing, autoscaling, and continuous delivery pipelines. Gain hands-on experience with enterprise-grade solutions and best practices.

Perform Foundational Infrastructure Tasks in Google Cloud
Google via Google Cloud Skills Boost
Learn to build and connect storage-centric cloud infrastructure using Google Cloud technologies like Cloud Storage, IAM, Cloud Functions, and Pub/Sub. Earn a skill badge upon completion.

Set Up and Configure a Cloud Environment in Google Cloud
Google via Google Cloud Skills Boost
Learn to set up and manage Google Cloud environments, covering IAM, VPC networks, Compute Engine, SQL, and Kubernetes deployments. Gain hands-on experience and earn a skill badge.

Google Cloud Fundamentals: Core Infrastructure
via Pluralsight
Explore Google Cloud’s core infrastructure, computing, storage services, and management tools through videos and hands-on labs. Learn key concepts and terminology for effective cloud utilization.

Introduction to GCP
via DataCamp
Get to know the Google Cloud Platform (GCP) with this course on storage, data handling, and business modernization using GCP.

Professional Cloud Architect Certification

The Professional Cloud Architect exam assesses the ability to design and plan a cloud solution architecture, manage and provision the cloud solution infrastructure, and design for security and compliance. The registration fee is $200.

Cloud Architect learning path via cloud.google.com

Preparing for your Professional Cloud Architect Journey
Google Cloud via Coursera
Comprehensive guide to prepare for the Professional Cloud Architect certification, covering key domains, exam readiness assessment, and personalized study planning.
★★★★☆ (1 rating)

Reliable Google Cloud Infrastructure: Design and Process
Google Cloud via Coursera
Design highly reliable, secure, and cost-effective Google Cloud solutions using proven patterns. Learn to balance requirements, define services, implement microservices, automate DevOps, and choose optimal storage and network architectures.
★★★★☆ (1 rating)

Preparing for your Professional Cloud Architect Journey
Google Cloud via edX
For cloud professionals who intend to take the Professional Cloud Architect certification exam.

Preparing for Google Cloud Certification: Cloud Architect
Google Cloud via Coursera
Comprehensive program for Google Cloud Professional Cloud Architect certification, covering infrastructure, services, and design principles through hands-on projects and exam preparation.

Preparing for your Professional Cloud Architect Journey
Google via Google Cloud Skills Boost
This course helps learners create a study plan for the PCA (Professional Cloud Architect) certification exam. Learners explore the breadth and scope of the domains covered in the exam. Learners assess their exam readiness and create their individual study plan.

Preparing Cloud Professional Cloud Architect Exam italiano
Google Cloud via Coursera
The purpose of this course is to help those who are qualified develop confidence to attempt the exam, and to help those not yet qualified to develop their own plan for preparation.

Ultimate Google Certified Professional Cloud Architect 2023
via Udemy
407,000 Subscriptions-In depth coverage of all Services-300+ Practice questions Including 3 case Studies Analysis Design

GCP Professional Cloud Architect: Google Cloud Certification
via Udemy
Become a GCP Cloud Architect. Architect Google Cloud Platform (GCP) Solutions. Includes 4 New Case Studies.

Google Certified Professional Cloud Architect
via A Cloud Guru
Gain the skills and knowledge to perform as a real-world, professional Cloud Architect.

Intro to GCP for AWS Admins
via A Cloud Guru
This course dives into a few of the core and advanced GCP Services and compares them to AWS Services.

Google Cloud Fundamentals: Core Infrastructure – Polski
Google Cloud via Coursera
Kompleksowe wprowadzenie do Google Cloud, obejmujące kluczowe usługi, infrastrukturę i narzędzia zarządzania. Praktyczne moduły pomagają zrozumieć przetwarzanie i przechowywanie danych w chmurze.

Planning and Configuring a Cloud Solution on Google Cloud
via Pluralsight
It can be tough making the right technology choices in the cloud. There are so many products to choose from and it can be challenging to know which fit your needs best. This course will get your project off the ground with the Google Cloud Platform.

GCP: Google Cloud Platform: Data Engineer, Cloud Architect
via Udemy
Learn and master the skills to become a Google Cloud Architect

Architecting Google Cloud Storage Configurations
via Pluralsight
Cloud Storage is the Google Cloud Platform’s elastic object storage service which competes with S3 on AWS and Blob Storage on Azure. It offers pay-as-you-use functionality for all kinds of data and offers easy integration with all other GCP services.

Leveraging Architectural Design Patterns on the Google Cloud
via Pluralsight
This course covers the core choices around compute, storage and networking, and demonstrates how complex architectures can be assembled relatively easily by putting together the powerful building blocks that the GCP provides.

Leveraging Load Balancing Options on the GCP
via Pluralsight
Developers and app architects need to understand what kind of load balancer to choose, and why. This course covers the essential load balancing options available on the GCP and demonstrates their use in combination with other GCP technologies.

HTTPS Content-Based Load Balancer with Terraform
Google Cloud via Coursera
Deploy a global HTTPS load balancer with Terraform, utilizing custom URL mapping and regional traffic routing while serving static assets from Cloud Storage.

Leveraging Network Interconnection Options on the GCP
via Pluralsight
This course focuses on network interconnections where one or both of the connected networks are on the GCP. This includes understanding peering and interconnect as well as how shared VPCs and static and dynamic VPN are implemented.

Modular Load Balancing with Terraform – Regional Load Balancer
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. This lab will demonstrate how to use the Regional Load Balancer GCP Terraform modules for setting up various load balancers.

Creating Cross-region Load Balancing
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. This lab demonstrates how to create an HTTP(S) load balanced that forwards traffic to instances in two different regions.

Managing SMB Workloads and Optimizing Storage Usage with NetApp Cloud Manager & Cloud Volumes ONTAP
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to leverage NetApp Cloud Volumes ONTAP for SMB workloads.

Google Cloud Certified Professional Cloud Architect (LA)
via A Cloud Guru
Comprehensive preparation for Google Cloud Architect certification, covering key GCP services, architecture design, security, and migration strategies. Includes hands-on experience and exam tips.

Google Certified Professional Cloud Architect 2020
via A Cloud Guru
Develop the skills to become a real-world professional Cloud Architect with Google Certified Professional Cloud Architect. Start a Free Trial.

Google Cloud (GCP) Professional Cloud Architect
via Udemy
Classroom style coaching for GCP (Begineer to experienced level). Includes new case Studies (EHR, Helicopter Racing)

Google Cloud Professional Architect: Get Certified 2022
via Udemy
Latest Exam and Case Studies. Think Like an Architect. Design Scalable, Highly Available, Resilient Services.

Architecting with Google Compute Engine in italiano
Google Cloud via Coursera
Acquisisci competenze su Google Compute Engine con lezioni, demo e lab pratici, esplorando reti, sistemi, sicurezza, gestione accessi e monitoraggio delle risorse.

Essential Google Cloud Infrastructure: Core Services
Google via Google Cloud Skills Boost
Explore Google Cloud’s core infrastructure services, focusing on Compute Engine, IAM, storage, databases, resource management, and monitoring through hands-on labs and practical solutions.

Elastic Google Cloud Infrastructure: Scaling and Automation
Google via Google Cloud Skills Boost
Explore Google Cloud’s infrastructure services through hands-on labs, covering network interconnection, load balancing, autoscaling, automation, and managed services for efficient and scalable cloud solutions.

Setting Up Cost Control with Quota
Google via Google Cloud Skills Boost
In this lab you will query a large dataset, update the BigQuery API quota, and then optimize your query to run within quota.

Bracketology with Google Machine Learning
Google via Google Cloud Skills Boost
In this lab you use Machine Learning (ML) to analyze the public NCAA dataset and predict NCAA tournament brackets.

Google Cloud Pub/Sub: Qwik Start – Python
Google via Google Cloud Skills Boost
In this lab, you learn about Pub/Sub and how to create a topic and subscriber with a Python script, and then publish and view messages.

Google Cloud Compute and Scalability for AWS Professionals
Google via Google Cloud Skills Boost
Explore compute resources and load balancing in Google Cloud, comparing with AWS solutions. Hands-on practice configuring VMs, load balancers, and managed instance groups for cloud architects and engineers.

Exploring Dataset Metadata Between Projects with Data Catalog
Google via Google Cloud Skills Boost
In this lab, you will explore existing datasets with Data Catalog and mine the table and column metadata for insights.

Creating Cross-region Load Balancing
Google via Google Cloud Skills Boost
This lab demonstrates how to create an HTTP(S) load balanced that forwards traffic to instances in two different regions.

Exploring and Creating an Ecommerce Analytics Pipeline with Cloud Dataprep v1.5
Google via Google Cloud Skills Boost
In this lab we will explore the Cloud Dataprep UI to build an ecommerce transformation pipeline that will run at a scheduled interval and output results back into BigQuery.

Create an Internal Load Balancer
Google via Google Cloud Skills Boost
In this lab, you create two managed instance groups in the same region. Then, you configure an Internal Load Balancer with the instances groups as the backends.

Securing Virtual Machines using BeyondCorp Enterprise (BCE)
Google via Google Cloud Skills Boost
Qwiklabs provides real Google Cloud environments that help developers and IT professionals learn cloud platforms and software, such as Firebase, Kubernetes and more.

Preparing for Your Professional Cloud Architect Journey
via Pluralsight
This course helps learners create a study plan for the PCA (Professional Cloud Architect) certification exam.

Elastic Google Cloud Infrastructure: Scaling and Automation
via Pluralsight
This accelerated on-demand course introduces participants to the comprehensive and flexible infrastructure and platform services provided by Google Cloud.

Cloud Architecture: Design, Implement, and Manage
Google via Google Cloud Skills Boost
Design, implement, and manage cloud architecture with hands-on labs covering web servers, VMs, Docker, Kubernetes, and CloudSQL. Gain practical skills for Google Cloud certification.

Developing Applications with Cloud Run on Google Cloud: Fundamentals
via Pluralsight
This course introduces the Cloud Run serverless platform for running applications.

Getting Started With Application Development
via Pluralsight
Learn to design and develop cloud-native applications using Google Cloud services. Explore best practices for app development and utilize appropriate storage solutions through presentations, demos, and hands-on labs.

Google Cloud Customer Care Fundamentals
via Pluralsight
This course will teach you how to get the most out of Google Cloud Support.

Google Cloud Fundamentals: Core Infrastructure – Yкраїнська
Google Cloud via Coursera
Знайомство з основними сервісами Google Cloud для обчислень, зберігання даних та керування. Практичні завдання допоможуть порівняти різні інструменти та ресурси платформи.

Professional Cloud Database Engineer Certification

The Professional Cloud Database Engineer exam assesses the ability to design scalable and highly available cloud database solutions, work with multiple databases, migrate data solutions, and deploy scalable and highly available databases. The registration fee is $200.

Cloud Database Engineer learning path via cloudskillsboost.google

Understanding Cloud Spanner
Google Cloud via Coursera
Learn to create, manage, and optimize Cloud Spanner databases. Explore schema design, API interactions, application integration, and administration tools for scalable relational database solutions on Google Cloud.

Enterprise Database Migration
Google Cloud via Coursera
Learn to architect, plan, execute, and test enterprise database migrations to Google Cloud, covering SQL Server and Oracle migrations with hands-on labs and best practices.

ETL Processing on Google Cloud Using Dataflow and BigQuery
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console.

In this lab you will build several Data Pipelines that will ingest data from a publicly available dataset into BigQuery.

Google Cloud Database Engineer
Google Cloud via Coursera
Comprehensive training on Google Cloud databases, covering design, management, migration, and troubleshooting. Hands-on labs provide practical experience with various database technologies and best practices.

Google Cloud Database Engineer
Google Cloud via Coursera
Comprehensive training for designing, managing, and troubleshooting databases on Google Cloud, covering MySQL, PostgreSQL, and Cloud Spanner with hands-on labs and real-world scenarios.

Applying Machine Learning to your Data with Google Cloud
Google via Google Cloud Skills Boost
Learn to apply machine learning to business data using Google Cloud. Explore pre-trained ML APIs, create datasets, and build models with BigQuery ML. Gain practical skills through interactive labs and demos.

Modernizing Data Lakes and Data Warehouses with GCP
via Pluralsight
The two key components of any data pipeline are data lakes and warehouses. This course highlights use-cases for each type of storage and dives into the available data lake and warehouse solutions on Google Cloud Platform in technical detail.

Building Machine Learning Models in SQL Using BigQuery ML
via Pluralsight
BigQuery ML on the Google Cloud Platform democratizes machine learning by allowing data analysts and engineers to build and use machine learning models directly from SQL without using any higher level programming language.

Creating and Administering Google Cloud Spanner Instances
via Pluralsight
This course covers practical aspects of working with Cloud Spanner, Google’s proprietary relational database management system (RDBMS) service. It is the only globally distributed, strongly consistent RDBMS with horizontal scaling.

Configure Replication and Enable Point-in-Time-Recovery for Cloud SQL for PostgreSQL
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will configure and test point-in-time recovery for a Cloud SQL for PostgreSQL instance.

Cloud Spanner: Qwik Start
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. This lab shows how to perform basic operations in Cloud Spanner using the Google Cloud Platform Console. Watch the short video Get a Highly Consistent, Scalable Database Service with Cloud Spanner.

Online Data Migration to Cloud Spanner using Striim
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console.
In this lab you will learn how to migrate a Cloud SQL for MySQL database to Cloud Spanner using Google Cloud’s data migration partner, Striim.

Migrating an application and data from Apache Cassandra™ to DataStax Enterprise
Google Cloud via Coursera
Learn to migrate an application and data from Apache Cassandra™ to DataStax Enterprise using Google Cloud. Hands-on practice with deploying databases, connecting applications, and using DataStax Bulk Loader for data transfer.

Build and Execute MySQL, PostgreSQL, and SQLServer to Data Catalog Connectors
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will explore existing datasets with Data Catalog and mine the table and column metadata for insights.

Cloud Spanner – Loading Data and Performing Backups
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab you explore various ways to load data into Cloud Spanner as well as perform a backup of your database.

Configuring MongoDB Atlas with BigQuery Dataflow Templates
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will provision a MongoDB Atlas cluster, create a dataflow pipeline to load data from the cluster to BigQuery

Exploring Your Ecommerce Dataset with SQL in Google BigQuery
Google via Google Cloud Skills Boost
In this lab, you learn to use BigQuery to find data, query the data-to-insights public dataset, and write and execute queries.

Developing a REST API with Go and Cloud Run
Google via Google Cloud Skills Boost
Demonstrate how to build a REST API with Go and Cloud Run

Cloud Spanner – Database Fundamentals
Google via Google Cloud Skills Boost
In this lab you perform basic administrative tasks within a Cloud Spanner instance.

Provision Services with Google Cloud Marketplace
Google via Google Cloud Skills Boost
Learn to quickly deploy common operating systems, web frameworks, and databases using Google Cloud Platform’s Marketplace in this hands-on lab.

Cloud SQL for PostgreSQL: Qwik Start
Google via Google Cloud Skills Boost
Create a Google Cloud SQL PostgreSQL instance. Perform SQL operations using the GCP Console and the psql client.

Create and Manage Cloud Spanner Databases: Challenge Lab
Google via Google Cloud Skills Boost
In this challenge lab you demonstrate your knowledge of Cloud Spanner that you learned from the Create and Manage Cloud Spanner Databases quest.

Getting Started with Elasticsearch on Google Cloud
Google via Google Cloud Skills Boost
In this lab you will create a simple Elasticsearch deployment leveraging Google Cloud Platform.

Building Batch Pipelines in Cloud Data Fusion
Google via Google Cloud Skills Boost
Learn to build ETL pipelines using Cloud Data Fusion’s Pipeline Studio. Create, configure, and test batch pipelines with built-in plugins and data transformations.

Migrating to AlloyDB from PostgreSQL Using Database Migration Service
Google via Google Cloud Skills Boost
In this lab, you migrate a stand-alone PostgreSQL database (running on a virtual machine) to AlloyDB for PostgreSQL using a continuous Database Migration Service job with VPC peering for connectivity.

Using Memorystore for Redis Read Replicas to Improve Read Performance
Google via Google Cloud Skills Boost
In this lab, you will configure a highly available Memorystore cluster and review the architecture of such a deployment.

Vertex Pipelines: Qwik Start
Google via Google Cloud Skills Boost
Qwiklabs provides real Google Cloud environments that help developers and IT professionals learn cloud platforms and software, such as Firebase, Kubernetes and more.

Manage PostgreSQL Databases on Cloud SQL
Google via Google Cloud Skills Boost
Learn to migrate, configure, and manage PostgreSQL databases on Cloud SQL. Gain hands-on experience with database migration, app connectivity, security, replication, and point-in-time recovery.

MySQL to Cloud Spanner
Google via Google Cloud Skills Boost
Learn to migrate MySQL databases to Cloud Spanner using Dataflow, covering assessment, data transfer, user migration, and validation for enhanced scalability and performance.

Store, Process, and Manage Data on Google Cloud – Console
Google via Google Cloud Skills Boost
Learn to leverage Google Cloud services for efficient data storage, processing, and management using Cloud Storage, Cloud Functions, and Cloud Pub/Sub.

Exploring Data Transformation with Google Cloud – Español
Google Cloud via Coursera
Explora el valor de los datos en la transformación digital y cómo Google Cloud facilita su gestión y análisis para generar nuevas experiencias y beneficios empresariales.

Building Codeless Pipelines on Cloud Data Fusion
Google via Google Cloud Skills Boost
Learn to build and deploy data pipelines using Cloud Data Fusion’s code-free platform. Practice with batch and real-time pipelines, data transformations, and explore data lineage in this hands-on quest.

Innovating with Google Cloud Artificial Intelligence – 日本語版
Google Cloud via Coursera
AI と ML は、幅広い業種に急速な変革をもたらしているインフォメーションテクノロジーにおける重要な進化です。「Innovating with Google Cloud Artificial Intelligence」では、AI と ML を活用して組織でビジネスプロセスを変革する方法について学習します。

このコースは Cloud Digital Leader 学習プログラムの一部で、個人が自分の役割において成長し、ビジネスの未来を構築することを目的としています。

Professional Cloud Developer Certification

The Professional Cloud Developer exam assesses the ability to design cloud-native applications, build and test applications, deploy applications, integrate Google Cloud services, and monitor application performance. The registration fee is $200.

Cloud Developer learning path via cloud.google.com

Developing Containerized Applications on Google Cloud
Google Cloud via Coursera
Learn to build, package, and deploy containerized applications on Google Cloud using Docker, Buildpacks, Cloud Run, and Kubernetes Engine. Covers best practices for creating and securing containers.

Developing Applications with Cloud Functions on Google Cloud
Google Cloud via Coursera
In this course, you learn about Cloud Functions,
Google’s serverless, fully-managed functions as a service (FaaS) product that lets you implement single-purpose function code that reponds to HTTP requests and events from your cloud infrastructure.

Developing Applications with Cloud Run on Google Cloud: Fundamentals
Google Cloud via Coursera
Learn to build and deploy serverless applications on Cloud Run, covering fundamentals, resource management, security, local development, and integration with other Google Cloud services.

Getting Started With Application Development
Google via Google Cloud Skills Boost
Learn to design and develop cloud-native applications using Google Cloud services. Covers best practices, storage options, and hands-on labs in Node.js, Python, or Java for seamless integration of managed services.

Developing Applications with Google Cloud
Google Cloud via Coursera
Learn to design, develop, and deploy cloud-native applications using Google Cloud services, including managed services and pre-trained ML APIs. Gain hands-on experience in your preferred language.

Preparing for Google Cloud Certification: Cloud Developer
Google Cloud via Coursera
Gain hands-on experience with Google Cloud technologies essential for cloud-native application development, preparing you for the Cloud Developer certification.

Developing a REST API with Go and Cloud Run
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. Demonstrate how to build a REST API with Go and Cloud Run

Ultimate Google Certified Professional Cloud Developer 2023
via Udemy
Detail Cloud Developer Certification Courses, Practice questions with additional 100+ Questions

Google Certified Professional Cloud Developer
via A Cloud Guru
This Google Certified Professional Cloud Developer preparation course teaches you the hands-on skills and knowledge you need to pass the Professional Cloud Developer exam. Start a Free Trial!

Using Ruby on Rails with Cloud SQL for PostgreSQL on Cloud Run
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you’ll learn how to deploy a new Ruby on Rails application using Google Cloud SQL for PostgreSQL on Cloud Run.

Recommendation Systems on Google Cloud
Google via Google Cloud Skills Boost
In this course, you apply your knowledge of classification models and embeddings to build a ML pipeline that functions as a recommendation engine.

This is the fifth and final course of the Advanced Machine Learning on Google Cloud series.

Using Ruby on Rails with Cloud SQL for PostgreSQL on Cloud Run
Google via Google Cloud Skills Boost
In this lab, you’ll learn how to deploy a new Ruby on Rails application using Google Cloud SQL for PostgreSQL on Cloud Run.

Developing Applications with Google Cloud: Foundations
via Pluralsight
In this course, you learn the fundamentals of application development on Google Cloud.

Applied Data: Blockchain
Google via Google Cloud Skills Boost
Gain hands-on experience with blockchain technologies, exploring datasets and using advanced SQL in BigQuery to analyze cryptocurrency transactions and exchanges.

Architecting Scalable Web Applications with Firebase on the Google Cloud Platform
via Pluralsight
Firebase is Google’s comprehensive mobile and app development platform which has several features and services that integrate with, and complement, capabilities on the Google Cloud Platform.

Google Cloud Functions Fundamentals
via Pluralsight
In this course, you will traverse the Google Cloud Functions landscape so you can create high-quality microservices that will enhance the experience of your app or website, while avoiding the common traps associated with them.

Architecting Event-driven Serverless Solutions Using Google Cloud Functions
via Pluralsight
In this course, you’ll learn how to effectively deploy serverless functions using Google Cloud Functions with the aid of several triggers. Following this course, you will be very comfortable writing, deploying, and executing Google Cloud Functions.

Build a Serverless App with Cloud Run that Creates PDF Files
Google Cloud via Coursera
In this lab you will build a PDF converter web app on Cloud Run, a serverless service, that automatically converts files stored in Cloud Storage into PDFs stored in segregated folders.

Cloud Functions: Qwik Start – Command Line
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console.

This hands-on lab shows you how to create and deploy a Cloud Function using the Cloud Platform Command Line. Watch the short video Connect & Extend GCP Services with Google Cloud Functions.

Creating PDFs with Go and Cloud Run
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. Learn how to develop an application to create PDFs on Google Cloud using Serverless technologies and Go.

Getting Started with Cloud Shell and gcloud
Google Cloud via Coursera
Learn to connect to Google Cloud resources via web, use Cloud Shell, and master the gcloud command in this hands-on lab for efficient cloud management.

Cloud Source Repositories: Qwik Start
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will create a local Git repository that contains files for a sample App Engine application, add a GCP repository as a remote, and push the contents of the local repository.

Google Cloud Developer – GCP Professional Certification
via Udemy
Get Google Cloud Developer Professional Certification. Develop Solutions for Google Cloud Platform – GCP.

Establishing an Organization on Google Cloud Platform
via A Cloud Guru
Throughout this course, we will be exploring a high level view of skills necessary to interact with the Google Cloud Services required to plan and create an organization on GCP.

Google Cloud Certified Professional Cloud Developer
via A Cloud Guru
Prepare for the Google Cloud Certified Professional Cloud Developer certification exam in a hands-on learning environment. Start a Free Trial.

Serverless Cloud Run Development: Challenge Lab
Google via Google Cloud Skills Boost
Serverless challenge lab to assess skills based on Google Cloud Serverless developer tools. Students are required to have knowledge and experitise in the area of Cloud PubSub, Cloud Scheduler and Cloud Tasks to successfully complete the lab.

Hello Node Kubernetes
Google via Google Cloud Skills Boost
Learn to deploy and scale a Node.js app on Kubernetes, from creating a Docker container to managing external traffic and rolling out upgrades in this hands-on Google lab.

Network Tiers – Optimizing Network Spend
Google via Google Cloud Skills Boost
In this lab, you create one VM in the premium network service tier (default) and one VM in the standard network service tier. Then you compare the latency and routes for each VM instance.

Cloud Scheduler: Qwik Start
Google via Google Cloud Skills Boost
In this lab you’ll create a recurring Cloud Scheduler job that specifies a Pub/Sub topic as the job target.

Predict Visitor Purchases with a Classification Model in BigQuery ML
Google via Google Cloud Skills Boost
In this lab you will use a newly available ecommerce dataset to run some typical queries that businesses would want to know about their customers’ purchasing habits.

Speech to Text Transcription with the Cloud Speech API
Google via Google Cloud Skills Boost
The Cloud Speech API lets you do speech to text transcription from audio files in over 80 languages. In this hands-on lab you’ll record your own audio file and send it to the Speech API for transcription.

Secure Software Supply Chain: Create and Use Cloud Workstations
Google via Google Cloud Skills Boost
In this lab, you will use Cloud Workstations to create a workstation configuration and launch a new workstation instance from that configuration.

Deploy a Compute Instance with a Remote Startup Script
Google via Google Cloud Skills Boost
Configure a Linux Google Compute Engine instance that installs an Apache web server software using a remote startup script, then confirm that Apache has successfully installed.

Creating a Data Transformation Pipeline with Cloud Dataprep
Google via Google Cloud Skills Boost
Cloud Dataprep by Alteryx is an intelligent data service for visually exploring, cleaning, and preparing structured and unstructured data for analysis. In this lab you will explore the Cloud Dataprep UI to build a data transformation pipeline.

Object-oriented Programming in C# 10
via Pluralsight
C# is an object-oriented and strongly-typed language. This course will teach you how to design and build your classes and class hierarchies using OO principles.

Developing Containerized Applications on Google Cloud
via Pluralsight
In this course, you learn about containers and how to build, and package container images.

Serverless Cloud Run Development
Google via Google Cloud Skills Boost
Develop advanced serverless skills: integrate Cloud Run with Storage, build resilient systems using Pub/Sub, create REST APIs, and deploy services for efficient cloud-native applications.

Deploy to Kubernetes in Google Cloud
Google via Google Cloud Skills Boost
Learn to deploy and manage Kubernetes applications on Google Cloud, covering Docker, GKE clusters, kubectl, and continuous delivery practices for efficient cloud orchestration.

Developing Applications with Cloud Run on Google Cloud: Fundamentals
via Pluralsight
This course introduces the Cloud Run serverless platform for running applications.

Prompt Design in Vertex AI
Google via Google Cloud Skills Boost
Learn prompt engineering, image analysis, and multimodal techniques using Vertex AI. Apply Gemini models to marketing scenarios and earn a Google Cloud skill badge.

Analyze Speech and Language with Google APIs
Google via Google Cloud Skills Boost
Learn to leverage Google’s Natural Language and Speech APIs for real-world applications, enhancing your skills in speech and text analysis.

Integrating Applications with Gemini 1.0 Pro on Google Cloud
Google via Google Cloud Skills Boost
Discover Gemini API’s generative AI models, access Gemini 1.0 Pro and Pro Vision, and test capabilities with text, image, and video prompts from an app on Google Cloud.

Professional Data Engineer Certification

The Professional Data Engineer exam assesses ability to design data processing systems, build and operationalize data processing systems, operationalize machine learning models, and ensure solution quality. The registration fee is $200.

Data Engineer learning path via cloud.google.com

2D Animation: Tips and Tricks
via LinkedIn Learning
Learn the tricks professional animators use to save time and create more compelling characters.
★★★★★ (1 rating)

Preparing for your Professional Data Engineer Journey
Google Cloud via Coursera
Comprehensive preparation guide for Google Cloud’s Professional Data Engineer certification, covering exam domains, self-assessment, and personalized study planning.

Modernizing Data Lakes and Data Warehouses with Google Cloud
Google Cloud via edX
This course is intended for developers who are responsible for: Querying datasets, visualizing query results, and creating reports. Specific job roles include: Data Engineer, Data Analyst, Database Administrators, Big Data Architects.

Preparing for the Google Cloud Professional Data Engineer Exam
Google Cloud via edX
This course is intended for the following participants: 1.Cloud professionals interested in taking the Data Engineer certification exam. 2.Data engineering professionals interested in taking the Data Engineer certification exam.

Modernizing Data Lakes and Data Warehouses with Google Cloud
Google Cloud via Coursera
Explore data lakes and warehouses on Google Cloud, focusing on Cloud Storage and BigQuery. Learn data engineering benefits, use-cases, and best practices for modern data pipelines.

Modernizing Data Lakes and Data Warehouses with GCP em Português Brasileiro
Google Cloud via Coursera
Aprenda a modernizar data lakes e warehouses no Google Cloud, explorando soluções como Cloud Storage e BigQuery, e entenda o papel crucial do engenheiro de dados em ambientes de nuvem.

Preparing for Google Cloud Certification: Cloud Data Engineer
Google Cloud via Coursera
Comprehensive program for Google Cloud Professional Data Engineer certification, covering big data, machine learning, data pipelines, and analytics through hands-on labs and real-world projects.

Preparing for the Google Cloud Professional Data Engineer Exam
Google via Google Cloud Skills Boost
The purpose of this course is to help those who are qualified develop confidence to attempt the exam, and to help those not yet qualified to develop their own plan for preparation.

Google Cloud Certified Professional Data Engineer (LA)
via A Cloud Guru
Learn how to master data and machine learning services on the Google Cloud Platform to become a certified Professional Data Engineer.

Google Certified Professional Data Engineer
via A Cloud Guru
Learn how to master data and machine learning services on the Google Cloud Platform to become a certified Professional Data Engineer. Start a Free Trial.

Interview Better than Anyone: by An Award Winning MBA Prof.
via Udemy
By an Award Winning MBA Prof. Who Successfully Changed Careers from Goldman to Consulting to VC to Hedge Funds to Tech.

An Introduction to Google Cloud Platform for Data Engineers
via Udemy
The First Course in a Series for Attaining the Google Certified Data Engineer

Google Cloud Platform (GCP) Data Storage Management
via Udemy
Explore GCP’s diverse data storage options, from Cloud Storage to managed databases. Learn setup, migration, monitoring, and best practices for efficient data management in the cloud.

GCP – Google Cloud Professional Data Engineer Certification
via Udemy
Learn Google Cloud Professional Data Engineer Certification with 80+ Hands-on demo on storage, Database, ML GCP Services

Google Cloud Professional Data Engineer Course [2019 Update]
via Udemy
Take this course to prepare for the GCP Data Engineers Exam. Updated to reflect latest exam content.

ML Pipelines on Google Cloud – Português
Google Cloud via Coursera
Aprenda a criar e gerenciar pipelines de ML eficientes usando TensorFlow Extended, Cloud Composer e MLflow. Domine automação, orquestração e gerenciamento de metadados em diversos frameworks de machine learning.

Learn Google Cloud by Doing
via A Cloud Guru
Go through a series of hands-on labs picked to showcase Google Cloud and gain experience with it. Start a Free Trial.

Automate Validation using the Data Validation Tool (DVT)
Google Cloud via Coursera
Streamline data validation in cloud migrations with Google’s DVT tool. Learn to automate checks and analyze results efficiently using BigQuery for improved accuracy and insights.

Google Cloud Data Analytics
Google Cloud via Coursera
Master cloud-based data analytics using Google Cloud tools. Transform raw data into impactful insights, build a project portfolio, and prepare for a career as a Cloud Data Analyst.

Google Cloud Security for the Public Sector
Google via Google Cloud Skills Boost
Explore cloud-first, zero-trust security for public sector with Google Cloud, covering endpoint protection, DDoS mitigation, and compliance controls for enhanced cybersecurity.

Machine Learning with TensorFlow in Vertex AI
Google via Google Cloud Skills Boost
In this lab you will learn how to use Google Cloud Machine Learning and Tensorflow to develop and evaluate prediction models using machine learning.

Designing Scalable Data Architectures on the Google Cloud
via Pluralsight
This course focuses on the end-to-end design of a cloud architecture, specifically from the perspective of optimizing that architecture for Big Data processing, real-time analytics, and real-time prediction using ML and AI.

Building Batch Data Pipelines on GCP
via Pluralsight
Data pipelines typically fall under one of the Extra-Load, Extract-Load-Transform or Extract-Transform-Load paradigms. This course describes which paradigm should be used and when for batch data.

Architecting Big Data Solutions Using Google Bigtable
via Pluralsight
Google Bigtable is a sophisticated NoSQL offering on the Google Cloud Platform with extremely low latencies. By the end of this course, you’ll understand why Bigtable is much more powerful offering than HBase, with linear scaling of your data.

Architecting Production-ready ML Models Using Google Cloud ML Engine
via Pluralsight
This course covers Cloud ML Engine, a powerful service that supports distributed training and evaluation for models built in TensorFlow, Scikit-learn and XGBoost.

Architecting Data Warehousing Solutions Using Google BigQuery
via Pluralsight
BigQuery is the Google Cloud Platform’s data warehouse on the cloud. In this course, you’ll learn how you can work with BigQuery on huge datasets with little to no administrative overhead.

Exploring the Lineage of Data with Cloud Data Fusion
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. This lab shows how to use Cloud Data Fusion to explore data lineage – the data’s origins and its movement over time.

Vertex Pipelines: Qwik Start
Google Cloud via Coursera
Create and run ML pipelines with Vertex AI, automating and reproducing workflows for seamless model development and deployment on Google Cloud.

Build an End-to-End Data Capture Pipeline using Document AI
Google Cloud via Coursera
Learn to create an automated document processing pipeline using Google Cloud’s Document AI, Cloud Functions, and Pub/Sub. Extract form data, process addresses, and store results in BigQuery for efficient data capture and analysis.

Working with Cloud Dataprep on Google Cloud
Google Cloud via Coursera
Cloud Dataprep is Google’s self-service data preparation tool. In this lab, you will learn how to use Cloud Dataprep to clean and enrich multiple datasets using a mock use case scenario of customer info and purchase history.

Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API
Google Cloud via Coursera
Explore image analysis using Google Cloud Vision API to identify objects, faces, and landmarks through a hands-on lab in the Google Cloud console.

Cloud SQL with Terraform
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this hands-on lab you will learn to create Cloud SQL instances with Terraform, then set up the Cloud SQL Proxy, testing the connection with both MySQL and PostgreSQL clients.

Exploring Dataset Metadata Between Projects with Data Catalog
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will explore existing datasets with Data Catalog and mine the table and column metadata for insights.

Optimizing Performance of LookML Queries
Google Cloud via Coursera
Explore techniques to enhance LookML query efficiency in Looker, focusing on persistent derived tables, aggregate awareness, and performant view joining for improved data analysis.

Building Batch Data Pipelines on Google Cloud
via Pluralsight
Data pipelines typically fall under one of the Extra-Load, Extract-Load-Transform or Extract-Transform-Load paradigms. This course describes which paradigm should be used and when for batch data.

Modernizing Data Lakes and Data Warehouses with Google Cloud
via Pluralsight
The two key components of any data pipeline are data lakes and warehouses.

Smart Analytics, Machine Learning, and AI on Google Cloud
Google via Google Cloud Skills Boost
Explore machine learning integration in Google Cloud data pipelines, covering AutoML, Notebooks, BigQuery ML, and Vertex AI for enhanced data insights and tailored ML solutions.

Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution
Google via Google Cloud Skills Boost
Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution

Scaling VM-Series to Secure Google Cloud Networks
Google via Google Cloud Skills Boost
Qwiklabs provides real Google Cloud environments that help developers and IT professionals learn cloud platforms and software, such as Firebase, Kubernetes and more.

Introduction to Convolutions with TensorFlow
Google via Google Cloud Skills Boost
A convolution is a filter that passes over an image, processes it, and extracts features that show a commonality in the image. In this lab you’ll see how they work, and try processing an image to extract features from it!

Data Sharing using Google Data Cloud: Challenge Lab
Google via Google Cloud Skills Boost
This challenge lab tests your skills and knowledge from the labs in the Data Sharing using Google Data Cloud quest. Are you ready for the challenge?

Online Data Migration to Cloud Spanner using Striim
Google via Google Cloud Skills Boost
In this lab you will learn how to migrate a Cloud SQL for MySQL database to Cloud Spanner using Google Cloud’s data migration partner, Striim.

Creating a Streaming Data Pipeline With Apache Kafka
Google via Google Cloud Skills Boost
In this lab, you create a streaming data pipeline with Kafka providing you a hands-on look at the Kafka Streams API. You will run a Java application that uses the Kafka Streams library by showcasing a simple end-to-end data pipeline powered by Apache.

Analyzing Natality Data Using Vertex AI and BigQuery
Google via Google Cloud Skills Boost
In this lab you analyze a large (137 million rows) natality dataset using Google BigQuery and Cloud Datalab. This lab is part of a series of labs on processing scientific data.

Exploring the Lineage of Data with Cloud Data Fusion
Google via Google Cloud Skills Boost
This lab shows how to use Cloud Data Fusion to explore data lineage – the data’s origins and its movement over time.

Manage PostgreSQL Databases on Cloud SQL: Challenge Lab
Google via Google Cloud Skills Boost
In this challenge lab you will demonstrate your knowledge of Cloud SQL for PostgreSQL that you learned from the Manage PostgreSQL Databases on Cloud SQL quest.

Chronicle SIEM: Introduction & Single Event Rules
Google via Google Cloud Skills Boost
In this lab you perform basic configuration tasks within a Chronicle environment instance.

Build and Deploy Machine Learning Solutions with Vertex AI: Challenge Lab
Google via Google Cloud Skills Boost
Qwiklabs provides real Google Cloud environments that help developers and IT professionals learn cloud platforms and software, such as Firebase, Kubernetes and more.

Generative AI with Vertex AI: Getting Started
Google via Google Cloud Skills Boost
This lab will provide an introductory, hands-on experience with Generative AI on Google Cloud.

Baseline: Data, ML, AI
Google via Google Cloud Skills Boost
Explore Google Cloud’s user-friendly services for big data, machine learning, and AI through hands-on labs covering BigQuery, Cloud Speech API, and AI Platform.

Preparing for your Professional Data Engineer Journey
via Pluralsight
This course helps learners create a study plan for the PDE (Professional Data Engineer) certification exam.

Professional Cloud DevOps Engineer Certification

The Professional Cloud DevOps Engineer exam assesses ability to optimize service performance, implement service monitoring strategies, build and implement CI/CD pipelines for a service, and manage service incidents. The registration fee is $200.
Cloud DevOps Engineer learning path via cloud.google.com

Managing Security in Google Cloud
Google Cloud via Coursera
Explore and deploy secure Google Cloud components, including Cloud Identity, IAM, VPC firewalls, load balancing, and interconnect options through lectures, demos, and hands-on labs.
★★★★★ (1 rating)

Google Cloud DevOps Fundamentals
Board Infinity via Coursera
Learn DevOps principles and practices on Google Cloud Platform. Set up development environments, manage CI/CD pipelines, and deploy applications using GKE, Cloud Run, and Cloud Functions. Includes monitoring and best practices.

Google Cloud DevOps Fundamentals
Whizlabs via Coursera
Learn essential DevOps skills for Google Cloud, covering CI/CD, networking, monitoring, containerization, security, and compliance. Gain hands-on experience through lab demonstrations and assessments.

Elastic Google Cloud Infrastructure: Scaling and Automation
Google Cloud via edX
Cloud Solutions Architects, DevOps Engineers. Individuals using Google Cloud to create new solutions or to integrate existing systems, application environments, and infrastructure, with a focus on Compute Engine.

Google Cloud Native Fundamentals
Board Infinity via Coursera
Explore cloud-native architecture, Docker containerization, Kubernetes orchestration, and service mesh with Istio. Gain practical skills for building and managing applications on Google Cloud Platform.

Google Cloud Essentials
Google via Google Cloud Skills Boost
Hands-on introduction to Google Cloud’s core services, including virtual machines, Kubernetes, and load balancing. Gain practical experience for your first cloud project.

DevOps Engineer, SRE
Google Cloud via Coursera
Comprehensive training for DevOps and SRE roles, covering Google Cloud technologies, infrastructure management, and software delivery best practices through hands-on experience.

Google Professional Cloud DevOps Engineer Certification Course (GCP DevOps Engineer Track Part 5)
via A Cloud Guru
Google Professional Cloud DevOps Engineer Exam Prep

Google Cloud CI/CD Pipelines (GCP DevOps Engineer Track Part 3)
via A Cloud Guru
Dive deep into GCP CI/CD pipelines on your way to becoming a GCP DevOps Engineer in a hands-on learning environment. Start a Free Trial.

Deploy Go Apps on Google Cloud Serverless Platforms
Google via Google Cloud Skills Boost
Use GO (golang) to deploy an app on App Engine, Cloud Run, and Cloud Functions using Cloud Build

Google Cloud Fundamentals for AWS Professionals
Google via Google Cloud Skills Boost
Explore Google Cloud services, comparing them to AWS equivalents. Learn key concepts, resource management, and hands-on skills for cloud computing professionals transitioning from AWS.

Google Cloud DevOps and SREs (GCP DevOps Engineer Track Part 2)
via A Cloud Guru
Dive into Site Reliability Engineering SRE on your way to becoming a certified Google Professional Cloud DevOps Engineer. Start a Free Trial.

Automating Infrastructure Deployment Using Google Cloud Deployment Manager
via Pluralsight
Cloud Deployment Manager is the Google service that allows the specification of all the resources needed for an application in a declarative format using yaml. This course will help you use it to programmatically create and provision resources.

Building Scalable Compute Solutions with Managed Instance Groups
via Pluralsight
This course covers the practical and theoretical aspects of working with Managed Instance Groups, a powerful abstraction that provides autohealing and autoscaling. This includes configuring health checks, load balancing and autoscaling policies.

Build a Resilient, Asynchronous System with Cloud Run and Pub/Sub
Google Cloud via Coursera
Use Cloud Run and Pub/Sub to run a service that manages communication through HTTP POST, email, and SMS.

Google Cloud Pub/Sub: Qwik Start – Command Line
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console.

This hands-on lab shows you how to publish and consume messages with a pull subscriber, using the Google Cloud command line. Watch the short video Simplify Event Driven Processing with Cloud Pub/Sub.

Terraform Fundamentals
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this hands-on-lab you will create infrastructure, a virtual machine, using Terraform in the cloud environment.

Monitoring and Logging for Cloud Functions
Google Cloud via Coursera
Explore Cloud Monitoring tools and concepts for effective usage in Google Cloud, focusing on Cloud Functions through hands-on practice in the console.

Autoscaling an Instance Group with Custom Cloud Monitoring Metrics
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. This lab describes how to deploy an autoscaling Compute Engine instance group that is automatically scaled using a custom Cloud monitoring metric

Monitoring, Managing, and Maximizing Google Cloud Operations (GCP DevOps Engineer Track Part 4)
via A Cloud Guru
Deep dive into monitoring, troubleshooting, and improve applications on GCP on your way to becoming a GCP DevOps Engineer.

GCP Google Cloud Professional DevOps Engineer Certification
via Udemy
Pass Google Cloud Professional DevOps Certification with 12+ Hours of HD quality video and 70+ Hands-on Practical labs

Google Professional Cloud DevOps Engineer Certification Path Introduction (GCP DevOps Engineer Track Part 1)
via A Cloud Guru
Pass Google’s Professional Cloud DevOps Engineer certification exam and become a Site Reliability Engineer (SRE) with our in depth GCP course. Start a Free Trial!

Build a Website on Google Cloud: Challenge Lab
Google via Google Cloud Skills Boost
This challenge lab tests your skills and knowledge from the labs in the Building Websites on Google Cloud Quest. You should be familiar with the content of these labs before attempting this lab.

Modular Load Balancing with Terraform – Regional Load Balancer
Google via Google Cloud Skills Boost
This lab will demonstrate how to use the Regional Load Balancer GCP Terraform modules for setting up various load balancers.

Create and Test a Document AI Processor
Google via Google Cloud Skills Boost
In this lab, you learn how to to create and use document processors using the Document AI API.

Terraform Fundamentals
Google via Google Cloud Skills Boost
In this hands-on-lab you will create infrastructure, a virtual machine, using Terraform in the cloud environment.

Implement DevOps in Google Cloud: Challenge Lab
Google via Google Cloud Skills Boost
This challenge labs tests your skills in implementing a continuous deployment pipeline using the Jenkins build and deployment automation tool

Optimizing Applications Using Cloud Profiler
Google via Google Cloud Skills Boost
In this lab, you will learn how to use the Cloud Operations Tracing and Profiler tools to diagnose and correct application latencies.

Create and Deploy an ERC-20 Token on Polygon
Google via Google Cloud Skills Boost
In this lab, you’ll create your own ERC-20 token and deploy it on the Polygon Testnet.

Implement DevOps in Google Cloud
Google via Google Cloud Skills Boost
Learn to implement DevOps workflows in Google Cloud, including git repositories, GKE deployments, and CI/CD pipelines for container image builds and automated deployments.

Scaling with Google Cloud Operations – Português Brasileiro
Google Cloud via Coursera
Aprenda a escalar operações na nuvem com eficiência, abordando governança financeira, excelência operacional, confiabilidade e sustentabilidade no Google Cloud.

Professional Cloud Security Engineer Certification

The Professional Cloud Security Engineer exam assesses ability to configure access within a cloud solution environment, configure network security, ensure data protection, and manage operations within a cloud solution environment. The registration fee is $200.

Security Engineer learning path via cloud.google.com

Security Command Center Fundamentals
Google Cloud via Coursera
Explore Security Command Center’s core features on Google Cloud, covering assets, detection, and compliance. Gain essential skills for enhancing your cloud security posture.

Security Best Practices in Google Cloud
Google Cloud via Coursera
Explore security controls and techniques on Google Cloud, including access management, encryption, API controls, and Kubernetes security. Hands-on labs reinforce key concepts for building secure cloud solutions.

Preparing for Your Professional Cloud Security Engineer Journey
Google Cloud via Coursera
Comprehensive preparation for the Professional Cloud Security Engineer exam, covering access configuration, perimeter security, data protection, operations management, and compliance requirements.

Security in Google Cloud
Google Cloud via Coursera
Explore and deploy secure Google Cloud solutions, covering identity management, resource control, networking, storage, monitoring, encryption, and threat mitigation techniques.

Preparing for Google Cloud Certification: Cloud Security Engineer
Google Cloud via Coursera
Comprehensive program for aspiring cloud security engineers, covering Google Cloud fundamentals, networking, security management, and best practices. Prepares for Professional Cloud Security Engineer certification.

Security in Google Cloud Platform
Google Cloud via Coursera
Comprehensive exploration of GCP security components and techniques, covering identity management, access control, encryption, threat mitigation, and hands-on implementation of secure cloud infrastructure.

Preparing for Your Professional Cloud Security Engineer Journey
Google via Google Cloud Skills Boost
Comprehensive preparation for the Professional Cloud Security Engineer certification, covering key exam topics through lectures, diagnostics, and personalized study guidance.

Google Cloud Computing Foundations: Networking & Security in Google Cloud
Google via Google Cloud Skills Boost
Explore cloud networking, security, and management in Google Cloud, covering VPCs, load balancing, hybrid setups, and monitoring tools for efficient infrastructure deployment.

Mitigating Security Vulnerabilities on Google Cloud en Français
Google Cloud via Coursera
Découvrez les techniques pour atténuer les vulnérabilités de sécurité sur Google Cloud, notamment contre les attaques DDoS, les menaces liées au contenu, et apprenez à utiliser les outils de surveillance et d’audit.

Mitigating Security Vulnerabilities on Google Cloud 日本語版
Google Cloud via Coursera
このセルフペース型トレーニングコースでは、分散型サービス拒否攻撃（DDoS）、フィッシング攻撃、コンテンツの分類と使用に関わる脅威などの攻撃に対して、Google Cloud ベースインフラストラクチャのさまざま箇所で講じることができる緩和策について学習します。また、Security Command Center、Cloud Logging と監査ロギング、ならびに Forseti を使って組織のセキュリティ・ポリシーに対する全体的なコンプライアンスを確認する方法についても学習します。

Check Point: Next-Gen Data Center Security CloudGuard for Google Cloud
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to deploy a basic day-to-day scenario with CloudGuard in place

Managing Security in Google Cloud
Google via Google Cloud Skills Boost
Explore Google Cloud security controls and techniques, including identity management, IAM, VPC firewalls, load balancing, and interconnect options. Hands-on labs reinforce key concepts.

Security Best Practices in Google Cloud
Google via Google Cloud Skills Boost
Comprehensive exploration of Google Cloud security controls, covering storage, compute, applications, and Kubernetes. Hands-on labs reinforce best practices for data protection, access management, and threat mitigation.

Enhanced Network Security Approach on Google Cloud
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. Advancing your Google Cloud network security with VM-Series, Cloud IDS, and XSOAR.

Managing Security in Google Cloud en Français
Google Cloud via Coursera
Étude approfondie des contrôles et techniques de sécurité sur Google Cloud. Explorez et déployez les composants d’une solution sécurisée à travers des présentations, démonstrations et ateliers pratiques.

Mitigating Security Vulnerabilities on Google Cloud
Google via Google Cloud Skills Boost
Learn to mitigate security threats on Google Cloud, including DDoS and content-related vulnerabilities. Explore Security Command Center, logging, auditing, and automated security tools for comprehensive protection.

Configuring IAM Permissions with gcloud
Google via Google Cloud Skills Boost
In this lab introduces you will use the gcloud CLI tool to set up and configure command features of Cloud Identity and Access Management.

Manage Cloud Security and Risk
via Pluralsight
With all of the risks related to cloud computing we need to be able to manage them to an acceptable degree. This course will teach you the important elements of cloud governance and risk management.

Security in Google Cloud: Hands-On Practice
via Pluralsight
This course consists of a series of labs, designed to provide the learner hands-on experience performing a variety of tasks pertaining to their Google Cloud environment’s security.

Leveraging Google Cloud Armor, Security Scanner and the Data Loss Prevention API
via Pluralsight
This course focuses on the design and implementation of security scanning, protection against Distributed Denial of Service (DDoS) attacks and security auditing. The course also covers the use of the Data Loss Prevention API in protecting sensitive data.

Identify Damaged Car Parts with Vertex AutoML Vision
Google Cloud via Coursera
Train a custom ML model to automatically recognize damaged car parts using Vertex AutoML Vision, enabling quick and accurate predictions through the Google Cloud Console.

Rate Limiting with Cloud Armor
Google Cloud via Coursera
Configure and secure HTTP Load Balancer with Cloud Armor rate limiting policy to protect global backends from excessive traffic, enhancing performance and preventing resource exhaustion.

Protecting Data with NetApp Cloud Manager & Cloud Volumes ONTAP for Google Cloud
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console.
In this lab, you will learn how to implement a full data protection strategy with NetApp Cloud Volumes ONTAP and Cloud Manager capabilities.

Configuring Private Google Access and Cloud NAT
Google Cloud via Coursera
Configure Private Google Access and Cloud NAT for VM instances without external IP addresses, enabling secure access to Google APIs and internet services.

Securing Google Cloud with CFT Scorecard
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console.CFT Scorecard is a utility you can combine with Forseti policies to check for violations in your Google Cloud environment.

Protect and Recover Compute Engine Instances with Actifio GO
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab you’ll learn how to protect and recover a Google Compute Engine virtual machine using Google Persistant Disk snapshots.

Google Cloud Certified Professional Cloud Security Engineer
via A Cloud Guru
Get a Google Cloud Security certification with our course that prepares you for the Professional Cloud Security Engineer certification exam. Start a Free Trial!

Google Professional Cloud Security Engineer Certification
via Udemy
Learn Google Cloud – GCP with 50+ Hands-on Demo lab & Prepare yourself for GCP Professional Cloud Security Engineer Exam

Security in Google Cloud 日本語版
Google Cloud via Coursera
GoogleCloudのセキュリティ機能を網羅的に学び、実践。Cloud Identity、IAM、ファイアウォール、ロードバランシング、暗号化、DLP APIなどを探索し、様々な脅威への対策を習得。

Loading Data into Google Cloud SQL
Google via Google Cloud Skills Boost
In this lab you will import data from CSV text files into Cloud SQL and then carry out some basic data analysis using simple queries.

BigQuery Soccer Data Analytical Insight
Google via Google Cloud Skills Boost
Learn how to create deeper analytical insights from soccer event data using BigQuery.

Securing Cloud Applications with Identity Aware Proxy (IAP) using Zero-Trust
Google via Google Cloud Skills Boost
In this lab, we will walk through deploying a sample application and enforcing the access restriction capabilities using Identity-Aware Proxy.

Deploying Redis Enterprise for GKE and Serverless App on Anthos Bare Metal
Google via Google Cloud Skills Boost
Deploy Redis Enterprise on Anthos Bare Metal, integrate with GKE and Serverless apps. Learn high-availability setup, Anthos Service Mesh, Knative, and load testing.

Dialogflow CX: Parameter Manipulation
Google via Google Cloud Skills Boost
In this lab you will use regular expressions to do parameter validation (e.g., on a PNR Number) and reset parameters to null when the user starts a new flow of conversation.

Managing Terraform State
Google via Google Cloud Skills Boost
In this hands-on lab you will import existing infrastructure, write Terraform configuration that matches that infrastructure, and manipulate state storage with Terraform.

Rate Limiting with Cloud Armor
Google via Google Cloud Skills Boost
Configure an HTTP Load Balancer with global backends, stress test the Load Balancer, and add a Cloud Armor rate limiting policy to restrict based on IP.

Automating the Deployment of Networks with Terraform
Google via Google Cloud Skills Boost
In this lab, you create a Terraform configuration with a module to automate the deployment of a custom network with resources.

Creating and Alerting on Logs-based Metrics
Google via Google Cloud Skills Boost
In this hands-on lab learn how to create log-based metrics and view the alerts in Cloud Monitoring

Managing NetApp Cloud Volumes ONTAP for Google Cloud with Advanced Tools
Google via Google Cloud Skills Boost
In this lab, you will learn how to leverage additional management tools available with Cloud Volumes ONTAP for Google Cloud.

Using Cloud Error Reporting to Remediate Workload Issues on GKE
Google via Google Cloud Skills Boost
In this lab, you will explore leveraging Cloud Error Reporting to understand the error reports of an application and application issues.

Karate: The Big Picture
via Pluralsight
This course will teach you about the Karate framework, a standout tool in the testing landscape. You’ll explore its background, highlight its unique traits, and outline its main features You’ll get a broad overview without deep code details.

Preparing for Your Professional Cloud Network Engineer Journey
via Pluralsight
This course helps you structure your preparation for the Professional Cloud Engineer exam.

Protect Cloud Traffic with BeyondCorp Enterprise (BCE) Security
Google via Google Cloud Skills Boost
Learn to secure cloud applications and resources using Google’s BeyondCorp Enterprise, implementing Zero Trust principles for improved security posture and access control in hybrid environments.

Using Vault on Google Cloud
Google via Google Cloud Skills Boost
Learn to secure sensitive data using Vault on Google Cloud, including token management, authentication, and dynamic secret creation for enhanced data protection.

Securing your Network with Cloud Armor
Google via Google Cloud Skills Boost
Enhance network security with Cloud Armor: bot management, denylists, security policies, and WAF rules for Google Cloud deployments and HTTP(S) load balancers.

Logging and Monitoring in Google Cloud
via Pluralsight
This course teaches participants techniques for monitoring and improving infrastructure and application performance in Google Cloud.

Cloud Logging
Google via Google Cloud Skills Boost
Explore Google Cloud’s logging capabilities for real-time analysis, monitoring, and alerting on log data from VMs and applications. Gain hands-on experience with practical labs.

Professional Cloud Network Engineer Certification

The Professional Cloud Network Engineer exam assesses ability to design, plan, and prototype a GCP Network, implement a GCP Virtual Private Cloud (VPC), configure network services, implement hybrid interconnectivity, and implement network security. The registration fee is $200.

Network Engineer learning path via cloud.google.com

Networking in Google Cloud: Fundamentals
Google Cloud via Coursera
Comprehensive overview of Google Cloud networking, covering VPCs, access control, network sharing, and load balancing. Ideal for those seeking to master cloud infrastructure.

Networking in Google Cloud: Routing and Addressing
Google Cloud via Coursera
Explore hybrid connectivity, private connections, and network management in Google Cloud. Optimize performance, costs, and troubleshooting with hands-on labs and demonstrations.

Preparing for Your Professional Cloud Network Engineer Journey
Google Cloud via Coursera
This course helps you structure your preparation for the Professional Cloud Engineer exam. You will learn about the Google Cloud domains covered by the exam and how to create a study plan to improve your domain knowledge.

Hands-On Labs in Google Cloud for Networking Engineers
Google Cloud via Coursera
Hands-on experience configuring Google VPC networks, analyzing traffic, improving performance, and building high-throughput VPNs. Practical scenarios for network engineers to enhance cloud infrastructure skills.

Preparing for Google Cloud Certification: Cloud Network Engineer
Google Cloud via Coursera
Comprehensive program for network engineers to master Google Cloud networking, including VPCs, hybrid connectivity, and network services. Prepares for Professional Network Engineer certification.

Networking in Google Cloud
Google Cloud via Coursera
Comprehensive exploration of Google Cloud networking, covering VPC, subnets, firewalls, load balancing, DNS, CDN, and automated deployment. Ideal for network professionals seeking cloud expertise.

Preparing for Your Professional Cloud Network Engineer Journey
Google via Google Cloud Skills Boost
This course helps you structure your preparation for the Professional Cloud Engineer exam. You will learn about the Google Cloud domains covered by the exam and how to create a study plan to improve your domain knowledge.

Networking in Google Cloud: Defining and Implementing Networks 日本語版
Google Cloud via Coursera
Google Cloud のネットワーキングオプションを学び、VPC、サブネット、ファイアウォール、アクセス制御、ロードバランシングなどの技術を実践的に習得します。

Networking in Google Cloud: Defining and Implementing Networks en Français
Google Cloud via Coursera
Découvrez les options de mise en réseau Google Cloud : VPC, contrôle d’accès, partage de réseaux et équilibrage de charge. Déployez ces technologies via des présentations et ateliers pratiques.

VPC Network Peering
Google Cloud via Coursera
Connect VPC networks privately across projects and organizations for secure, efficient communication in Google Cloud Platform.

Networking in Google Cloud: Hybrid Connectivity and Network Management
Google via Google Cloud Skills Boost
Explore advanced Google Cloud networking, including hybrid connectivity, private access, and network management. Optimize performance, costs, and troubleshooting with hands-on labs and real-world scenarios.

Google Cloud Hybrid Networking – GCP Network Engineer Track Part 3
via A Cloud Guru
Continue toward the Professional Cloud Network Engineer certification on Google Cloud Platform by learning hybrid connectivity solutions. Start a Free Trial.

Intro to GCP for AWS Admins
via A Cloud Guru
This course dives into a few of the core and advanced GCP Services and compares them to AWS Services.

Networking in Google Cloud: Defining and Implementing Networks
Google via Google Cloud Skills Boost
Explore Google Cloud networking options, including VPC networks, subnets, firewalls, access control, network sharing, and load balancing through lectures, demos, and hands-on labs.

Networking in Google Cloud: Hands-On Practice
Google via Google Cloud Skills Boost
This course consists of a series of labs, designed to provide the learner hands-on experience performing a variety of tasks pertaining to setup and maintenance of their Google VPC networks.

Networking Fundamentals in Google Cloud
Google via Google Cloud Skills Boost
Explore VPCs, load balancers, and network automation in Google Cloud. Gain hands-on experience with specialized tools to build robust, enterprise-grade networks efficiently.

Network Performance and Optimization
Google via Google Cloud Skills Boost
Hands-on labs for optimizing Google Cloud networks, covering performance testing, VPNs, CDN, network tiers, and traffic analysis to enhance application speed and robustness.

Networking Fundamentals on Google Cloud
Google via Google Cloud Skills Boost
Learn to work with VPC networks and load balancers on Google Cloud, gaining hands-on experience and earning a skill badge to showcase your proficiency in cloud networking fundamentals.

Network Ninja to Cloud Ninja
via Pluralsight
In this course, we will address questions like “How does moving to cloud affect me as a network architect/engineer? Is there a place for my skills in the cloud? If there is a place for me, what will I do differently in the cloud?

Leveraging Advanced Networking and Load Balancing Services on the GCP
via Pluralsight
The GCP offers several services related to networking and load balancing that is used to obtain a highly optimized and scaling infrastructure. Such as Cloud CDN for fast serving of web content and GCP-optimized load balancing for container clusters.

VPC Flow Logs – Analyzing Network Traffic
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you configure a network to record traffic to and from an apache web server using VPC Flow Logs. You then export the logs to BigQuery to analyze them.

Network Tiers – Optimizing Network Spend
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you create one VM in the premium network service tier (default) and one VM in the standard network service tier. Then you compare the latency and routes for each VM instance.

Getting Started with Redis and RediSearch
Google Cloud via Coursera
Learn to install Redis, import hashes, create indexes, and perform full-text searches using RediSearch in Google Cloud Console.

Configuring Networks via gcloud
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab you use the gcloud command line to create VPC networks, subnets, and VM instances, then test connectivity.

Improving Network Performance I
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you’ll work on practical elements of performance testing, with an eye to improving network bandwidth in your environment by using different core sizes and internal vs. external networks.

Google Certified Professional Cloud Network Engineer
via A Cloud Guru
Prepare for the Google Cloud Professional Cloud Network Engineer exam by learning to implement and manage network architectures on GCP. Start a Free Trial!

Google Certified Professional Cloud Network Engineer Exam Prep (LA Part 5)
via A Cloud Guru
Review previous course modules and prepare for the Google Cloud Professional Network Engineer exam. Start a Free Trial.

Google Cloud Network Concepts – GCP Network Engineer Track Part 1
via A Cloud Guru
Begin your journey toward the Professional Cloud Network Engineer certification on Google Cloud Platform. Start a Free Trial.

Google Cloud Network Design and Monitoring – GCP Network Engineer Track Part 4
via A Cloud Guru
Continue toward the Professional Cloud Network Engineer certification on Google Cloud Platform by learning network design and more. Start a Free Trial.

Managing Machine Learning Projects with Google Cloud
Google via Google Cloud Skills Boost
Learn to lead machine learning projects, identify business value, assess feasibility, and manage ML responsibly. Gain practical skills to propose and oversee ML initiatives in various business contexts.

Cloud Storage: Qwik Start – Cloud Console
Google via Google Cloud Skills Boost
This hands-on lab shows you how to perform basic tasks in Cloud Storage using the Google Cloud Console.

Dataplex: Qwik Start – Console
Google via Google Cloud Skills Boost
This lab shows you how to get started with Dataplex in the Google Cloud console by walking you through creating a lake, adding a zone, attaching and detaching assets, and deleting zones and lakes.

Dataprep: Qwik Start
Google via Google Cloud Skills Boost
Google Cloud Dataprep is an intelligent data service for visually exploring, cleaning, and preparing data for analysis.

Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API
Google via Google Cloud Skills Boost
Send an image to the Cloud Vision API and have it identify objects, faces, and landmarks

Data Publishing on BigQuery using Authorized Views for Data Sharing Partners
Google via Google Cloud Skills Boost
In this lab you will learn how Authorized Views in BigQuery can be used to share customer specific data from a Data Sharing Partner.

Networking in Google Cloud: Defining and Implementing Networks
via Pluralsight
Networking in Google cloud is a 6 part course series. Welcome to the first course of our six part course series, Networking in Google Cloud: Fundamentals.

Creating and Alerting on Logs-based Metrics
Google via Google Cloud Skills Boost
In this hands-on lab learn how to create log-based metrics and view the alerts in Cloud Monitoring

Cloud Spanner – Loading Data and Performing Backups
Google via Google Cloud Skills Boost
In this lab you explore various ways to load data into Cloud Spanner as well as perform a backup of your database.

Build and Secure Networks in Google Cloud
Google via Google Cloud Skills Boost
Explore Google Cloud networking resources to build, scale, and secure applications. Learn about VPC networks, load balancers, and BeyondCorp Enterprise for enhanced security and performance.

Networking in Google Cloud: Hybrid Connectivity and Network Management
via Pluralsight
Welcome to the second course in the networking and Google Cloud series routing and addressing.

Gemini for Security Engineers – Deutsche
Google Cloud via Coursera
Entdecken Sie, wie Gemini Ihre Cloud-Sicherheit verbessert. Identifizieren und beheben Sie Sicherheitsprobleme in Google Cloud-Umgebungen mit praktischen Übungen und KI-Unterstützung.

Gemini for Cloud Architects – Bahasa Indonesia
Google Cloud via Coursera
Pelajari cara Gemini membantu arsitek cloud menyediakan infrastruktur, men-deploy cluster GKE, dan memperbarui sistem yang ada melalui lab interaktif dan penjelasan praktis.

Professional Google Workspace Administrator Certification

The Professional Google Workspace Administrator exam assesses ability to plan and implement Google Workspace authorization and access, control and configure Google Workspace services, monitor organizational operations, and advance Google Workspace collaboration. The registration fee is $200.

Google Workspace Administrator Learning Path via cloudskillsboost.google

Google Chat
Google Cloud via Coursera
Explore Google Chat’s messaging, spaces, and apps for effective team collaboration and communication within Google Workspace, enhancing productivity and integration.

Google Cloud Certified Cloud Digital Leader
via A Cloud Guru
Level up your cloud knowledge in general, and your Google Cloud knowledge in particular.

Managing Terraform State
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console.
In this hands-on lab you will import existing infrastructure, write Terraform configuration that matches that infrastructure, and manipulate state storage with Terraform.

Setting Up Cost Control with Quota
Google Cloud via Coursera
In this lab you will query a large dataset, update the BigQuery API quota, and then optimize your query to run within quota.

Visualizing Billing Data with Google Data Studio
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will harness the power of Data Studio, where you will learn how to build billing graphs and charts so you can slice and dice your GCP bill the way you want.

Understanding and Analyzing Your Costs with Google Cloud Billing Reports
Google Cloud via Coursera
Explore Google Cloud Billing reports to understand, analyze, and forecast GCP costs. Learn to identify cost drivers and trends using built-in reporting tools in the Cloud Console.

Ingesting New Datasets into BigQuery
Google via Google Cloud Skills Boost
This lab focuses on how to ingest new datasets into tables inside of BigQuery.

User Authentication: Identity-Aware Proxy
Google via Google Cloud Skills Boost
Learn how to restrict access selected authenticated users with Identity-Aware Proxy without special programming. Discover how to retrieve user identity information from IAP.

Administering an AlloyDB Database
Google via Google Cloud Skills Boost
In this lab you perform administrative tasks that are essential to the optimal use of an AlloyDB for PostgreSQL database.

BigQuery Soccer Data Analytical Insight
Google via Google Cloud Skills Boost
Learn how to create deeper analytical insights from soccer event data using BigQuery.

Ingesting New Datasets into BigQuery
Google via Google Cloud Skills Boost
This lab focuses on how to ingest new datasets into tables inside of BigQuery.

Modernizing Data Lakes and Data Warehouses with Google Cloud
via Pluralsight
Explore data lakes and warehouses on Google Cloud, learn data engineering roles, and understand the benefits of cloud-based data pipelines for business operations.

Configure Managed Guest Sessions and Deploy Digital Signage App on ChromeOS
Google Cloud via Coursera
Create OUs, configure managed guest sessions, set up kiosk apps, and install virtual desktop solutions on ChromeOS for enhanced digital signage and workspace management.

Configure Managed Guest Sessions for Public Access or Shared ChromeOS Devices
Google Cloud via Coursera
Configure ChromeOS Managed Guest Sessions settings for public access or shared devices, enhancing security and user experience in shared environments.

Professional Machine Learning Engineer Certification

The Professional Machine Learning Engineer exam assesses your ability to frame ML problems, architect ML solutions, design data preparation and processing systems, develop ML models, automate & orchestrate ML pipelines. The registration fee is $200.

Data Scientist / Machine Learning Engineer learning path via cloud.google.com

Managing Machine Learning Projects with Google Cloud
Google Cloud via Coursera
Learn to lead machine learning projects, from identifying business value to responsible implementation, without technical jargon. Gain practical skills to propose and manage ML initiatives confidently.
★★★★★ (4 ratings)

Introduction to Vertex Forecasting and Time Series in Practice
Google Cloud via Coursera
Learn to build forecasting solutions using Google Cloud, covering sequence models, time series analysis, and end-to-end workflows with Vertex AI. Gain practical skills through retail use cases and hands-on model development.

ML Pipelines on Google Cloud
Google Cloud via Coursera
Learn to build, automate, and manage ML pipelines using TensorFlow Extended, Cloud Composer, and MLflow for efficient and scalable machine learning workflows on Google Cloud.

Working with Notebooks in Vertex AI
Google Cloud via Coursera
Explore Vertex AI Notebooks: a unified Jupyter-based platform for machine learning workflows. Learn about notebook types, features, creation, and management in Google Cloud’s ML environment.

การพยาบาลพื้นฐาน | Fundamental of Nursing
via ThaiMOOC
แนวปฏิบัติและหลักการพยาบาลพื้นฐาน ครอบคลุมการตอบสนองความต้องการผู้ป่วย การป้องกันการติดเชื้อ การบริหารยา การพยาบาลผู้ป่วยผ่าตัด และการดูแลระยะสุดท้าย พร้อมฝึกปฏิบัติ

MLOps2 (GCP): Data Pipeline Automation & Optimization using Google Cloud Platform
statistics.com via edX
Automate and optimize data pipelines on GCP, covering drift monitoring, model stability, CI/CD, and responsible AI practices for successful ML project deployment.

MLOps1 (GCP): Deploying AI & ML Models in Production using Google Cloud Platform
statistics.com via edX
Deploy AI & ML models in production using GCP. Learn data pipelines, versioning, model storage, and monitoring. Gain hands-on experience with key MLOps concepts for effective deployment and maintenance of machine learning models.

Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes
Google Cloud via Coursera
Learn to deploy and autoscale TensorFlow models using TF Serving and Kubernetes on Google Cloud, enhancing your ML infrastructure skills for efficient model serving.

Machine Learning on Google Cloud
Google Cloud via Coursera
Comprehensive exploration of machine learning on Google Cloud, covering AutoML, BigQuery ML, custom training, feature engineering, and best practices for scalable ML implementation.

Advanced Machine Learning on Google Cloud
Google Cloud via Coursera
Gain expertise in advanced ML topics using Google Cloud, covering optimization, deployment, and scaling of production models for structured data, images, time-series, and NLP, culminating in recommendation systems.

Develop No-Code Chat Apps with AppSheet
Google via Google Cloud Skills Boost
In this lab, you’ll use AppSheet to create a no-code app for Google Chat.

Preparing for Google Cloud Certification: Machine Learning Engineer
Google Cloud via Coursera
Comprehensive program for aspiring ML engineers, covering Google Cloud’s big data and ML services, TensorFlow, feature engineering, and MLOps. Includes hands-on labs and certification preparation.

Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud
Google via Google Cloud Skills Boost
Explore big data, machine learning, and AI on Google Cloud. Learn to leverage managed services, build ML models, and use pre-built APIs for data analysis and intelligent applications.

Google Cloud Big Data and Machine Learning Fundamentals
Google via Google Cloud Skills Boost
This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on Google Cloud.

Advanced Machine Learning on Google Cloud
Google Cloud via Coursera
Comprehensive specialization on advanced ML topics using Google Cloud, covering production systems, computer vision, NLP, and recommendation systems with hands-on labs and real-world applications.

Vertex AI: Qwik Start
Google Cloud via Coursera
Explore BigQuery for data analysis and use Vertex AI to train and deploy a TensorFlow model for predicting customer lifetime value.

Sequence Models for Time Series and Natural Language Processing on Google Cloud
via Pluralsight
In this course, we’ll learn how to make predictions on sequences of data.

TensorFlow on Google Cloud – Português Brasileiro
Google Cloud via Coursera
Aprenda a criar pipelines de dados, desenvolver modelos de ML com TensorFlow e Keras, e melhorar a acurácia em escala usando o Google Cloud. Aborda desde conceitos básicos até técnicas avançadas.

ML Pipelines on Google Cloud en Español
Google Cloud via Coursera
Aprenda a desarrollar y automatizar canalizaciones de aprendizaje automático en Google Cloud utilizando TensorFlow Extended, Cloud Composer y MLflow para gestionar el ciclo de vida completo de proyectos de ML.

This is the fifth and final course of the Advanced Machine Learning on Google Cloud series.

Perform Foundational Data, ML, and AI Tasks in Google Cloud
Google via Google Cloud Skills Boost
Develop foundational skills in data preparation, ML pipelines, and AI APIs using Google Cloud services for efficient data processing and analysis.

Build a Serverless App with Cloud Run that Creates PDF Files
Google via Google Cloud Skills Boost
In this lab you will build a PDF converter web app on Cloud Run, a serverless service, that automatically converts files stored in Cloud Storage into PDFs stored in segregated folders.

Hands-on Machine Learning with Google Cloud Labs
Google Cloud via Coursera
Hands-on practice with Google Cloud’s machine learning tools, from language processing to building custom models and scaling ML infrastructure. Learn through interactive labs on Qwiklabs platform.

Running Distributed TensorFlow using Vertex AI
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will use TensorFlow’s distribution strategies and the Vertex AI platform to train and deploy a custom TensorFlow image classification model to classify an image classification dataset.

Bracketology with Google Machine Learning
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab you use Machine Learning (ML) to analyze the public NCAA dataset and predict NCAA tournament brackets.

Entity and Sentiment Analysis with the Natural Language API
Google Cloud via Coursera
Explore entity extraction and sentiment analysis using Google Cloud’s Natural Language API in a hands-on lab environment.

Distributed Machine Learning with Google Cloud ML
Google Cloud via Coursera
Learn to partition data, develop models, and evaluate accuracy using Google Cloud ML for distributed machine learning in a hands-on, self-paced lab environment.

Vertex AI Tabular Data: Qwik Start
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to build a binary classification model from tabular data using Vertex AI.

Securing Virtual Machines using BeyondCorp Enterprise (BCE)
Google Cloud via Coursera
Learn to secure VM instances without external IPs using Identity-Aware Proxy TCP forwarding, enhancing administrative access and network protection in Google Cloud.

TensorFlow on Google Cloud
Google via Google Cloud Skills Boost
This course covers designing and building a TensorFlow input data pipeline, building ML models with TensorFlow and Keras, improving the accuracy of ML models, writing ML models for scaled use, and writing specialized ML models.

Managing Vault Tokens
Google via Google Cloud Skills Boost
In this hands-on lab, you will learn how to manage different types of tokens in Vault.

Dataplex: Qwik Start – Command Line
Google via Google Cloud Skills Boost
This lab shows you how to get started with Dataplex using the command line by walking you through creating a lake, adding a zone, attaching and detaching assets, and deleting zones and lakes.

Migrating to AlloyDB from PostgreSQL Using PostgreSQL Tools
Google via Google Cloud Skills Boost
In this lab, you migrate a stand-alone PostgreSQL database (running on a virtual machine) to AlloyDB for PostgreSQL using native PostgreSQL tools.

Leveraging NetApp Cloud Volume ONTAP Remote Caching Capabilities for EDA Workloads
Google via Google Cloud Skills Boost
In this lab you will learn how to leverage NetApp Cloud Volumes ONTAP remote caching for EDA workloads.

Building Demand Forecasting with BigQuery ML
Google via Google Cloud Skills Boost
In this lab you will build a time series model to forcast demand of multiple products using BigQuery ML. This lab is based on a blog post and featured in an episode of Cloud OnAir.

Monitoring in Google Cloud: Challenge Lab
Google via Google Cloud Skills Boost
This challenge lab tests your skills and knowledge from the labs in the Monitoring in Google Cloud quest. You should be familiar with the content of labs before attempting this lab.

Deploy and Manage Apigee X: Challenge Lab
Google via Google Cloud Skills Boost
Qwiklabs provides real Google Cloud environments that help developers and IT professionals learn cloud platforms and software, such as Firebase, Kubernetes and more.

Optimizing Cost with Google Cloud Storage
Google via Google Cloud Skills Boost
In this lab you will configure Cloud Monitoring to observe bucket object access and deploy a Cloud Function to migrate objects from a Regional bucket to a Nearline bucket.

Build and Deploy Machine Learning Solutions on Vertex AI
Google via Google Cloud Skills Boost
Learn to train, evaluate, tune, explain, and deploy ML models using Google Cloud’s Vertex AI platform, AutoML, and custom training services for advanced data science and ML engineering.

Production Machine Learning Systems – Français
Google Cloud via Coursera
Explorez les composants et bonnes pratiques pour construire des systèmes de ML performants en production, en abordant l’entraînement, l’inférence, les tâches distribuées et les TPU.

Preparing for Google Cloud Certification: Machine Learning Engineer
Google Cloud via Coursera
Comprehensive program for aspiring ML engineers, covering AI fundamentals, TensorFlow, feature engineering, and MLOps on Google Cloud. Includes hands-on labs and preparation for professional certification.

Google Cloud Solutions II: Data and Machine Learning
Google via Google Cloud Skills Boost
Harness Google Cloud’s power for big data and ML tasks. Hands-on labs cover BigQuery analytics, TensorFlow image classification, time-series monitoring, and content scanning using Cloud APIs

Rui Ma

With a background in Health Statistics and Sociology, she has built a career path in Data Analytics.

Manoel Cortes Mendez

Software engineer and online graduate student in computer science passionate about education, technology, and their intersection.

Suparn Patra

Suparn developed an interest in MOOCs through a project he worked on during his MSc in Artificial Intelligence. He joined Class Central as a Full Stack Engineer.

Pat Bowden

Online learning specialist, still learning after 200+ online courses completed since 2012. Class Central customer support and help since 2018. I am keen to help others make the most of online learning, so I set up a website: www.onlinelearningsuccess.org

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Rui Ma

Manoel Cortes Mendez

Suparn Patra

Pat Bowden

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