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Google Cloud Platform Essential Training (2019)

Offered By: LinkedIn Learning

Tags

Cloud Computing Courses Machine Learning Courses BigQuery Courses Data Storage Courses Serverless Computing Courses Google Compute Engine Courses Google Cloud Storage Courses Google Cloud SQL Courses

Course Description

Overview

Learn how to leverage Google Cloud Platform services—including serverless computing, data storage, and machine learning—as an admin for your organization.

Syllabus

Introduction
  • Hosting your application on GCP
  • What you should know
  • Working with cloud services
1. Why Use Google Cloud?
  • Understanding Google Cloud Platform
  • Save time and money with GCP
  • Auto scale on Google Cloud Platform
  • Services: Compute, data, and more
  • Architecture and patterns
  • Tools and libraries
2. Getting Started
  • Set up a Google Cloud Platform account
  • Navigate the GCP console
  • Work with projects
  • Use regions and zones
  • Understand Google Cloud billing
  • Use Google Cloud Security, IAM
  • Use integrated Google Cloud console
3. File Storage and Databases
  • File and data service selection
  • Use Google Cloud storage
  • Configure Google Cloud storage
  • Google Cloud SQL
  • Google BigQuery
  • Google Marketplace datasets
  • Google Firestore
  • Google Pub/Sub
4. Compute
  • Compute service selection
  • Use Google Compute Engine
  • Configure Google Compute Engine
  • Use GCE resources
  • GCP Marketplace to set up WordPress
  • Google Cloud Functions
  • Google Cloud Run
5. Developer Tools
  • Developer Tools selection
  • Cloud Logging
  • Cloud Scheduler
  • Cloud Code for Visual Studio Code for Compute Engine
  • Cloud Code for Visual Studio Code for CloudRun
6. Data Evaluation
  • Data evaluation services selection
  • Google Dataprep
  • Google Data Fusion
  • BigQuery ad hoc visualizations
  • BigQuery machine learning
7. Machine Learning
  • ML model management tools selection
  • Colab notebooks
  • Vertex AI-managed notebooks
  • Vertex AI user-managed notebooks
  • Cloud Vision API
  • Cloud AutoML for text analysis
Conclusion
  • Learning more about GCP

Taught by

Lynn Langit

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