Google Cloud Essentials

سرفصل های دوره

Introduction

001. Google Cloud Essentials Introduction

Lesson 1 Overview of Google Cloud

001. Learning objectives

002. 1.1 Compute Services

003. 1.2 Storage Services

004. 1.3 Networking Services

005. 1.4 Data Services

Lesson 2 Working with Cloud Console

001. Learning objectives

002. 2.1 Getting Started with Google Cloud Console

003. 2.2 Finding Services in the Console

004. 2.3 Enabling APIs

005. 2.4 Checking the Status of Google Cloud Services

006. 2.5 Lab Using Google Cloud Console for the First Time

Lesson 3 Understanding Cloud SDK Basics

001. Learning objectives

002. 3.1 Components of the Cloud SDK

003. 3.2 Using the Cloud SDK in the Command Line

004. 3.3 Using Cloud Shell

Lesson 4 Deploying Virtual Machines with Compute Engine

001. Learning objectives

002. 4.1 Create a Virtual Machine in Google Cloud

003. 4.2 Configure a Virtual Machine in Google Cloud

004. 4.3 Log into a Virtual Machine on Google Cloud

005. 4.4 Lab Deploy a Virtual Machine in Google Cloud

Lesson 5 Working with Serverless Functions

001. Learning objectives

002. 5.1 Understand Serverless Functions and Their Benefits

003. 5.2 Create a Serverless Function in Google Cloud

004. 5.3 Review the Limitations of Cloud Functions

005. 5.4 Demo Testing a Deployed Cloud Function

Lesson 6 Cloud Run for Containerized Applications

001. Learning objectives

002. 6.1 Know When to Use Cloud Run

003. 6.2 Deploy a Service in Cloud Run

004. 6.3 Logs and Security

Lesson 7 Google Kubernetes Engine

001. Learning objectives

002. 7.1 Know When to Use Kubernetes Clusters

003. 7.2 Create an Auto-pilot Kubernetes Cluster

004. 7.3 Create a Standard Kubernetes Cluster

005. 7.4 Monitor the State of a Kubernetes Cluster

Lesson 8 Object Storage in Google Cloud

001. Learning objectives

002. 8.1 Know When to Use Cloud Storage

003. 8.2 View Objects in Cloud Storage

004. 8.3 Use the Command Line Utility to Work with Cloud Storage

005. 8.4 Apply Data Lifecycle Management Concepts

006. 8.5 Create a Cloud Storage Bucket

007. 8.6 Lab Create a Storage Bucket

Lesson 9 Managed Database Services in Google Cloud

001. Learning objectives

002. 9.1 Understand the Variety of Managed Database Services

003. 9.2 Create a PostgreSQL Database in Cloud SQL

004. 9.3 Use a NoSQL Satabase to Store Semi-structured Data

005. 9.4 Demo Clone a Cloud SQL Database

006. 9.5 Lab Create a PostgreSQL Database

Lesson 10 BigQuery

001. Learning objectives

002. 10.1 Review the Benefits of BigQuery

003. 10.2 View Data in BigQuery Using the Console

004. 10.3 Use Datasets, Tables, and Views to Work with Data in BigQuery

005. 10.4 Use BigQuery ML to Create and Use a Machine Learning Model

006. 10.5 Search for and Add Datasets from Analytics Hub

007. 10.6 Lab Query Data in BigQuery

Lesson 11 AI and Machine Learning

001. Learning objectives

002. 11.1 Use Vertex AI to Create a Data Set

003. 11.2 Use Vertex AI to Create a Machine Learning Model

004. 11.3 Use a Vertex AI Model to Generate Predictions

Lesson 12 Security with Identity and Access Management

001. Learning objectives

002. 12.1 Understand Different Types of Identities in Google Cloud

003. 12.2 View Predefined Roles and Permissions in Google Cloud

004. 12.3 Assign Roles to Identities

005. 12.4 View Permissions Recommendations and Custom Roles

006. 12.5 Lab Review Roles and Permissions

Lesson 13 Networking

001. Learning objectives

002. 13.1 Explore the Structure of a Virtual Private Cloud

003. 13.2 Create a VPC Network

004. 13.3 Create a Firewall Rule

005. 13.4 Lab Create a Firewall Rule

Lesson 14 Deploying Applications in Google Cloud

001. Learning objectives

002. 14.1 Work with Artifact Registry

003. 14.2 Work with Cloud Build

Lesson 15 Google Cloud Marketplace

001. Learning objectives

002. 15.1 Review the Purpose of Google Cloud Marketplace

003. 15.2 Search Google Cloud Marketplace

004. 15.3 Install an Application from Google Cloud Marketplace

005. 15.4 Lab Deploy a Service from the Google Cloud Marketplace

Lesson 16 Troubleshooting Your Google Cloud Operations and Resources

001. Learning objectives

002. 16.1 Monitor Cloud Resources Using Cloud Monitor

003. 16.2 Create an Alert in Cloud Monitoring

004. 16.3 Search Cloud Logging Messages

005. 16.4 Lab Search Cloud Log Messages

Lesson 17 Google Cloud Billing

001. Learning objectives

002. 17.1 Review Cloud Billing Concepts

003. 17.2 Create Budgets and Billing Alerts

004. 17.3 Tips for Controlling Costs

005. 17.4 Lab Create a Budget

Summary

001. Google Cloud Essentials Summary

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تولید کننده: LiveLessons