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LinkedIn Learning

Google Cloud Platform Essential Training for Administrators

via LinkedIn Learning

Overview

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Explore the Google cloud. Learn how to leverage Google Cloud Platform services—including serverless computing, data storage, and machine learning—for your organization.

Syllabus

Introduction
  • Hosting your application on GCP
  • What you should know
  • A note about working with cloud services
1. Why Use the Google Cloud?
  • Understanding Google Cloud Platform
  • Save time and money with GCP
  • Autoscale on GCP
  • Compliance
  • Service categories: Compute, data, and more
  • Tools and libraries
2. Getting Started
  • Set up Google Cloud Platform account
  • Naviagate the Google Cloud Platform console
  • Work with projects
  • Use APIs
  • Use regions and zones
  • Understand Google Cloud billing
  • Use Google Cloud Security/IAM
  • Use integrated Google Cloud console
  • Use local Google Cloud
3. Compute
  • Google Compute Engine
  • Google Cloud Platform Marketplace to set up MySQL
  • Google Compute Engine resources
  • Google Cloud Functions
  • App Engine
  • Google Cloud Run
  • Kubernetes Engine and GKE applications
  • Kubernetes Engine and GKE cluster objects
  • Anthos for Kubernetes
4. Storage and Database
  • Google Cloud Storage
  • Google Cloud SQL
  • BigQuery
  • GCP Marketplace data sets
  • Cloud Bigtable
  • Cloud Memorystore
  • Cloud Firestore, formerly Cloud Datastore
  • Cloud Pub/Sub
5. Machine Learning and Data Movement
  • Cloud Dataprep
  • Cloud Data Fusion
  • Data Studio
  • AI Platform and AI Hub
  • Jupyter notebooks
  • TensorFlow 2.0 in Colab notebooks
  • Vision API
  • Cloud AutoML Tables
  • Data science VM
6. Developer Tools
  • Deployment Manager and Marketplace
  • Cloud Scheduler and Cloud Tasks
  • Cloud Code
  • Cloud Logging
  • Continuous deployment with Cloud Build
7. Key Architectures
  • GCP architecture concepts
  • Web single-page and API-based architectures
  • Web blog: Managed databases
  • Mobile development with AI
  • Big data log processing
Conclusion
  • Next steps

Taught by

Lynn Langit

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