Master Cloud Computing on Google Cloud Platform (Online Course)

Course Syllabus: Learning Google Cloud Platform (GCP)

Module 1: Introduction to Google Cloud Platform

• Overview of Cloud Computing and GCP
• Understanding GCP Core Services and Solutions
• Navigating the GCP Console and Dashboard
• Introduction to GCP Regions, Zones, and Projects

Module 2: Getting Started with GCP

• Creating a GCP Account and Accessing the GCP Console
• Overview of GCP Billing and Pricing
• GCP Free Tier and Credits
• Setting Up GCP Identity and Access Management (IAM)

Module 3: Compute Services on GCP

• Introduction to Google Compute Engine (GCE)
• Launching and Configuring Virtual Machines (VMs) on GCP
• Implementing Auto Scaling and Load Balancing with GCE
• Exploring Containerized Workloads with Google Kubernetes Engine (GKE)

Module 4: Storage and Database Services on GCP

• Overview of Google Cloud Storage (GCS)
• Creating and Managing GCS Buckets and Objects
• Introduction to Google Cloud SQL and Google Cloud Spanner
• Configuring and Managing Cloud Datastore and Firestore

Module 5: Networking on GCP

• Overview of Google Virtual Private Cloud (VPC)
• Configuring VPC Networks, Subnets, and Firewalls
• Implementing Virtual Private Network (VPN) and Cloud Interconnect
• Introduction to Google Cloud Load Balancing and Content Delivery Network (CDN)

Module 6: Big Data and Analytics Services on GCP

• Introduction to Google Cloud BigQuery
• Analyzing and Querying Big Data with BigQuery
• Overview of Google Cloud Dataproc and Dataflow
• Implementing Data Pipelines and ETL Jobs on GCP

Module 7: Machine Learning and AI Services on GCP

• Overview of Google Cloud AI Platform
• Building and Training Machine Learning Models with AI Platform
• Implementing Natural Language Processing (NLP) and Image Recognition
• Introduction to TensorFlow and Cloud AutoML

Module 8: Security and Compliance on GCP

• Understanding GCP Security Best Practices
• Implementing Identity and Access Management (IAM) on GCP
• Securing Data with Encryption: Google Cloud Key Management Service (KMS)
• Compliance and Governance on GCP: GDPR, HIPAA, etc.

Module 9: DevOps and Automation on GCP

• Introduction to Google Cloud Deployment Manager
• Implementing Infrastructure as Code (IaC) with Deployment Manager
• Automating Workflows with Google Cloud Functions and Cloud Scheduler
• Managing Containerized Applications with Cloud Build and Cloud Run