A General Topics
Cloud Computing & Coding Essentials: AWS, GCP, Azure with Python & Automation Schedule
Week 1: Introduction to Cloud Computing and Python
Video 1: What is Cloud Computing?
- Definition and Evolution of Cloud Computing
- Types of Cloud Models (Public, Private, Hybrid)
- Benefits and Use Cases of Cloud Computing
Video 2: Cloud Service Models
- IaaS (Infrastructure as a Service)
- PaaS (Platform as a Service)
- SaaS (Software as a Service)
- Comparing AWS, GCP, and Azure offerings
Video 3: Introduction to Python
- Setting Up Python Environment
- Basic Python Syntax and Concepts (Variables, Loops, Functions)
- Working with Python for Cloud Automation
Week 2: Amazon Web Services (AWS) Basics
Video 4: Introduction to AWS
- Overview of AWS Global Infrastructure
- Key AWS Services (EC2, S3, RDS, Lambda, etc.)
- AWS Management Console and AWS CLI
Video 5: AWS Compute Services (EC2, Lambda)
- Launching and Managing EC2 Instances
- Introduction to AWS Lambda (Serverless Computing)
- Hands-on Lab: Create an EC2 Instance and Execute a Lambda Function
Video 6: AWS Storage Services (S3, EBS)
- S3: Simple Storage Service Overview and Use Cases
- EBS: Elastic Block Storage and Snapshots
- Hands-on Lab: Upload Files to S3 and Attach EBS to EC2
Week 3: Google Cloud Platform (GCP) Fundamentals
Video 7: Introduction to GCP
- Overview of GCP Global Network
- Core GCP Services (Compute Engine, Cloud Storage, BigQuery, etc.)
- GCP Console and Cloud SDK
Video 8: GCP Compute and Storage Services
- Creating Virtual Machines with Compute Engine
- Introduction to GCP Cloud Functions (Serverless)
- Hands-on Lab: Deploy a VM and Set Up Cloud Functions in GCP
Video 9: GCP Data and AI Services
- Introduction to BigQuery and Data Analytics in GCP
- AI and Machine Learning Services (AutoML, Vertex AI)
- Hands-on Lab: Analyze Data with BigQuery
Week 4: Microsoft Azure Essentials
Video 10: Introduction to Azure
- Overview of Azure Global Infrastructure
- Core Azure Services (VMs, Storage, App Services, etc.)
- Navigating the Azure Portal and Azure CLI
Video 11: Azure Compute and Networking
- Creating Virtual Machines and App Services
- Setting up Azure Virtual Networks and Load Balancers
- Hands-on Lab: Create and Configure an Azure VM
Video 12: Azure Storage Services
- Azure Blob, Disk, and File Storage Overview
- Implementing Azure Storage Solutions
- Hands-on Lab: Upload Files to Azure Blob Storage
Week 5: Cloud Automation with Python
Video 13: Using Python for AWS Automation
- Introduction to Boto3 (AWS SDK for Python)
- Automating EC2 Instance Creation and S3 Bucket Management
- Hands-on Lab: Write Python Scripts to Manage AWS Resources
Video 14: Using Python for GCP Automation
- Using Google Cloud SDK with Python
- Automating VM and Cloud Storage Tasks
- Hands-on Lab: Automate GCP Resources with Python
Video 15: Using Python for Azure Automation
- Azure SDK for Python (Azure SDK libraries)
- Automating VM Creation and Blob Storage with Python
- Hands-on Lab: Write Python Scripts to Automate Azure Resources
Week 6: Cloud DevOps and CI/CD Automation
Video 16: Introduction to DevOps in Cloud
- What is DevOps?
- DevOps Tools and Practices (CI/CD, Infrastructure as Code)
- AWS, GCP, and Azure DevOps Services
Video 17: Setting Up a CI/CD Pipeline in AWS
- Introduction to AWS CodePipeline and CodeBuild
- Automating Deployments with AWS Lambda and S3
- Hands-on Lab: Create a CI/CD Pipeline in AWS
Video 18: CI/CD in GCP and Azure
- Overview of Google Cloud Build and Azure DevOps
- Automating Deployments with GCP Cloud Functions and Azure App Services
- Hands-on Lab: Set Up a CI/CD Pipeline in GCP and Azure
Week 7: Advanced Topics and Real-World Projects
Video 19: Cloud Security Essentials
- Best Practices for Cloud Security (IAM, Firewalls, Encryption)
- Security Tools in AWS, GCP, and Azure
- Hands-on Lab: Implement IAM Policies in AWS
Video 20: Serverless Architecture and Microservices
- Understanding Serverless Computing and Microservices
- Deploying Microservices in AWS Lambda, Azure Functions, and GCP Cloud Functions
- Hands-on Lab: Build a Serverless Application
Video 21: Final Project Overview
- Project: Create a Cloud-based Application
- Deploying a Python-based web application using AWS, GCP, or Azure
- Automating the deployment and scaling process using cloud automation tools
Week 8: Course Wrap-Up and Certification Preparation
Video 22: Cloud Computing Certifications Overview
- AWS Certified Solutions Architect, Google Cloud Professional, Microsoft Azure Administrator, etc.
- Exam Preparation Tips and Resources
Video 23: Final Thoughts and Future Trends
- Emerging Trends in Cloud Computing (AI, Edge Computing, Quantum Computing)
- Career Pathways in Cloud Computing
Video 24: Course Recap and Next Steps
- Summary of Key Topics Covered
- Real-World Applications and Continuous Learning Resources