Google Cloud Platform (GCP) Courses and Certifications

Running Distributed TensorFlow using Vertex AI

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 class…

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Speech to Text Transcription with the Cloud Speech API

Aprende a transcribir audio a texto en más de 80 idiomas usando la API de Google Cloud en este laboratorio práctico.

• Coursera
• 30 minutes
• On-Demand
• Paid Course

Working with Artifact Registry

Explore Google Cloud's Artifact Registry to manage container images and language packages, integrating seamlessly with CI/CD pipelines for automated workflows.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Working with Notebooks in Vertex AI

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.

• Coursera
• 2 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Data Catalog: Qwik Start

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.

• Coursera
• 30 minutes
• On-Demand
• Paid Course

Google Cloud Pub/Sub: Qwik Start - Console

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 Platform Console. Watch the short video Simplify Event Driven Processing…

• Coursera
• 30 minutes
• On-Demand
• Paid Course

Developing a REST API with Go and Cloud Run

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

• Coursera
• 1 hour
• On-Demand
• Paid Course

Autoscaling an Instance Group with Custom Cloud Monitoring Metrics

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

• Coursera
• 45 minutes
• On-Demand
• Paid Course

Ingesting FHIR Data with the Healthcare API

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn the basic functionalities of Cloud Healthcare API using the Fast Healthcare Interoperability (FHIR) data model.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Orchestrating a TFX Pipeline with Airflow

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn to create your own machine learning pipelines using TensorFlow Extended (TFX) and Apache Airflow as the orchestrator.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Observability in Google Cloud

Welcome to the second part of the two part course, Observability in Google Cloud. This course is all about application performance management tools, including Error Reporting, Cloud Trace, and Cloud Profiler.

• Coursera
• 5 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Developing Containerized Applications on Google Cloud

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.

• Coursera
• 5 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

Identify Damaged Car Parts with Vertex AutoML Vision

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.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Build a Serverless Web App with Firebase

In this lab you will create a serverless web app with Firebase, which allows users to upload information and make appointments with the fictional Pet Theory clinic.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Ingesting HL7v2 Data with the Healthcare API

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will discover and use the basic functionality of Cloud Healthcare API using HL7v2 messages.

• Coursera
• 1 hour
• On-Demand
• Paid Course