Google Cloud (GCP) Mastery: Learn GCP Essentials, Cloud Computing, Big Data, AI. Google Cloud Platform Hands-On Learning
Description
Welcome to the ultimate Google Cloud Platform (GCP) MasterClass of 2023! Are you ready to embark on a transformative journey through the cloud? If you’ve ever wanted to harness the full potential of Google Cloud, whether you’re a beginner or a seasoned professional, this course is your golden ticket to becoming a GCP virtuoso.
What you can expect from this comprehensive Google Cloud (GCP) MasterClass:
Section 1: Introduction
- Get Started with GCP
- Navigate the Course Structure
- Ace the GCP Associate Cloud Engineer Exam
- Join Our Community
- Engage in Student and Tech Community Chat
Section 2: Introducing Google Cloud Platform
- Dive into the Google Cloud Platform
- Demystifying Cloud Computing
- Explore GCP Services
- Journey through Google’s Network Infrastructure
- Uncover GCP Regions & Zones
- Master GCP’s User-Friendly Pricing
Section 3: Google Cloud Account Setup
- Set Up Your Free Tier GCP Account
- Navigate the Google Cloud Web Console
- Bonus: Discover the World of Jenkins
- Get Hands-On with Google Cloud Shell
- Demo Time: Google Cloud Shell
- Explore the Google Marketplace
- Dive into the Marketplace with Deployment Manager
- Quiz 1: Test Your Knowledge of GCP Hierarchy
Section 4: Google Cloud Compute Engine
- Let’s Begin with Compute Engine
- Master the Google Compute Engine
- Lab: Create Your Own Virtual Machine
- Modify Running Compute Engines
- Create Custom Machines in GCP
- Kickstart Tomcat with Startup Scripts
- Access Source Code Repositories
- Get Command Line Savvy
- Dive into Kubernetes and Google Kubernetes Engine
- Discover Docker & Kubernetes
- Embrace Google Kubernetes Engine
- Get Hands-On with Google Kubernetes Engine Labs
- More Google Kubernetes Engine Labs
- Navigate Google Kubernetes Lab with Text
- Explore App Engine in Google Cloud
- Uncover the App Engine Standard Environment
- Embrace the App Engine Flexible Environment
- Weighing Standard vs. Flexible Environments
Section 5: Disks on Google Compute Engine
- Dive into Disks in Compute Engine
- Hands-On with Disk I – V
- Unlock the World of Snapshots
- Dive into Snapshot Hands-On
Section 7: Google Cloud Storage
- Introduction to Google Cloud Storage
- Explore Your Storage Options
- Uncover Cloud Storage in GCP
- Get Hands-On with Cloud Storage
- Lab: Work with Cloud Storage Buckets
- Create Buckets & Data Using CLI
- Execute Applications and Create Data in Cloud Storage
- Navigate Transfer Services in GCP
- Lab: Master Transfer Services
- Set Up Cloud Storage for CLI
- Explore Custom Encryption Keys
- Set Up Custom Encryption Keys in Cloud Storage
Section 8: Managed Database Service in GCP
- Manage Databases with Expertise
Section 9: Architect Relational Databases in GCP
- Understand Cloud SQL & Cloud Spanner
- Lab: Create Your Cloud SQL DB
- Execute Actions on Cloud SQL DB
- Master Bulk Load in Cloud SQL DB
- Delve into Cloud Spanner
Section 10: Virtual Private Cloud (VPC) Network in GCP
- Introduction to VPC in GCP
- Explore Global Networks and Subnets
- Role of IP Addresses in GCP
- Distribute VPC IPs
- Demystify Routes in VPC
- Dive into Firewalls in VPC
- Master Firewall Rules and Logging
- Lab: Network Firewalls in GCP
- Navigate VPC Networks in GCP
- Interconnect Networks in GCP
- Lab: Cloud VPN & VPN Tunnels
- Configure Cloud VPN & VPN Tunnels
- Understand the Role of Cloud Routers
- Lab: Master Cloud Routers for Routing
- Shared VPC in GCP
Section 11: Instance Management & Load Balancing in GCP
- Introduction to Instance Management
- Explore Instance Templates
- Lab: Create Instance Templates & Instances
- Dive into Instance Groups
- Lab: Manage Instance Groups
- Get Help with Load Balancers
- Navigate Load Balancers in GCP
- Dive into HTTP/HTTPS Load Balancers
- Explore the Components of HTTPS Load Balancers
- Lab: Master HTTPS Load Balancing
- Bonus: Unlock Kubernetes MasterClass
Section 12: Google Cloud CDN
- Understand Google Cloud CDN Concepts
Section 13: Google Cloud Monitoring and Logging
- Introduction to StackDriver
- Master StackDriver Monitoring Concepts
- Explore StackDriver Logging Concepts
- Lab: Monitor with StackDriver
- Get Alerts with StackDriver Monitoring
- Get Hands-On with Deployment Manager
- Lab: Deploy with Deployment Manager
- Update Deployment Manager
- Dive into Deployment Manager with Text
Section 14: Google Cloud Access and Identity Management
- Familiarize with Cloud IAM
- Understand Cloud IAM Members
- Explore Cloud IAM Roles
- Dive into Cloud IAM Policies
- Discover Cloud IAM Service Accounts
- Demo: Navigate Service Accounts
- Master Cloud IAM Best Practices
- Lab: Master Cloud IAM
Section 15: Google Virtual Machines and Images
- Introduction to Virtual Machines
- Discover Live Migration in GCP
- Explore GCP VM Types
- Lab: Play with GCP VM Types
- Understand Billing Models for Machine Types
- Dive into Google Images
- Lab: Create Custom Images
- Compare Custom Images vs. Start-Up Scripts
Section 16: Compute Services Overview
- Decide Where to Run Your Application
- Make Informed Choices for Application Deployment
Section 17: Google Cloud BigTable
- Introduction to Google Cloud BigTable
- Dive into BigTable Model & Architecture
- Discover Columnar Databases
- Uncover BigTable Performance
Section 18: Google Cloud DataStore
- Explore DataStore Introduction & Applications
- Compare Firestore Native vs. DataStore Mode
Section 19: Google Cloud BigQuery
- Introduction to BigQuery
- Explore BigQuery Applications
- Dive into BigQuery Case Studies
- Lab: Handle CSV Data in BigQuery
- Lab: Play with JSON Data in BigQuery
- Lab: Practice Data Sets in BigQuery
- Lab: Use BigQuery via CLI
Section 20: DataFlow in Google Cloud
- Introduction to DataFlow
- Dive into Apache Beam
- Lab: Run Python DataFlow
- Lab: Run DataFlow with Java
Section 21: DataProc in Google Cloud
- Introduction to DataProc
- Lab: Create DataProc Clusters
- Lab: Access DataProc from Local/Cloud Machines
- Lab: Run PySpark Jobs on DataProc
- Lab: Provision DataProc Clusters with Command Line
- Configure DataProc Clusters with Text
Section 22: Pub/Sub for Data Streaming in Google Cloud
- Explore Pub/Sub Introduction and Applications
- Lab: Work with Pub/Sub
- Lab: Use Pub/Sub via CLI
- Lab: Set Up Pub/Sub with Python
- Configure Pub/Sub with Text
Section 23: GCP Professional Cloud Architect
- Discover the Role of a Google Cloud Architect
- Explore the GCP Professional Architect Exam
Section 24: Cloud Resource Manager
- Management Services in GCP
- Uncover the GCP Resource Hierarchy
- Demo: Project ID & Project Name
- Labels in GCP
- Demo: Mastering Labels
- Get Acquainted with Resource Quotas
- Demo: Resource Quotas
Section 25: Concept of GCP Billing
- Billing Overview in GCP
- Demo: Explore Billing
- Demo: Export Billing and BigQuery Results
Section 26: Operations in GCP
- Explore GCP Operations
- Dive into Cloud Logging
- Hands-On Cloud Logging I
- Hands-On Cloud Logging II
- Get Started with Cloud Monitoring
- Demo: Cloud Monitoring
- More Monitoring Demos
- Trace | Error Reporting | Debug Tools
- Demo: Trace | Error Reporting | Debug Tools
- More Debugging Tools
Section 27: Big Data, Machine Learning, and Data Lifecycle
- Google’s Big Data Services I
- Google’s Big Data Services II
- Explore the Data Lifecycle
Section 28: Planning Your Cloud Transition
- Make the Case for Cloud and GCP
- Optimize Your Costs
- Architect Cloud Applications
Section 29: Migrating to Google Cloud
- Plan a Successful Cloud Migration
- More Migration Planning
- Master Storage Transfer Service
- Best Practices for Data Migration
Section 30: Resilient Cloud Solution Infrastructure
- Disaster Recovery of Applications
- Explore Backup and Recovery Methods
Join us on this exciting journey and unleash the full potential of Google Cloud Platform in 2023! Sign up now and become a GCP expert!
Who this course is for:
- You want to start your Cloud Journey with Google Cloud Platform
- You want to become a Google Cloud Certified Professional Cloud Architect
