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POLICY UPDATE: Senior leaders from the world’s leading research..
Cloud Computing
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Course Content
Introduction to Cloud Computing
What is Cloud Computing?
Evolution of Cloud
Benefits and Risks
Cloud Computing Architecture
Front-End and Back-End
Cloud Service Delivery Models
Cloud Deployment Models
Virtualization in Cloud
Basics of Virtualization
Types of Virtualization
Hypervisors
Virtual Machines and Containers
Cloud Service Models
Software as a Service (SaaS)
Platform as a Service (PaaS)
Infrastructure as a Service (IaaS)
Cloud Providers – Overview
AWS
Microsoft Azure
Google Cloud Platform (GCP)
IBM Cloud, Oracle Cloud
Storage in Cloud
Storage Types
Amazon S3, Azure Blob Storage, GCP Storage
Data Backup and Archiving
Content Delivery Network (CDN)
Cloud Networking
Cloud Network Fundamentals
Virtual Private Cloud (VPC)
Subnets, Route Tables, Gateways
Load Balancers, NAT
DNS & CDN Services
Identity and Access Management
IAM Basics
Authentication vs. Authorization
IAM in AWS, Azure, GCP
Multi-Factor Authentication (MFA)
Security in the Cloud
Shared Responsibility Model
Cloud Security Threats
Data Encryption in Transit and at Rest
Security Tools in AWS, Azure
Zero Trust Model
Cloud Migration
Migration Strategies
Migration Tools
Phases of Migration
DevOps in the Cloud
DevOps Basics
CI/CD Pipelines
Jenkins, GitHub Actions
Infrastructure as Code (IaC)
Tools: Terraform, CloudFormation
Containerization & Kubernetes
Docker Basics
Docker Images and Containers
Kubernetes Architecture
Deployments, Pods, Services
Managed Kubernetes: EKS, AKS, GKE
Cloud Monitoring and Logging
Importance of Monitoring
AWS CloudWatch, Azure Monitor
Logging with ELK Stack, Cloud Logging
Alerts and Metrics
Serverless Computing
What is Serverless?
AWS Lambda, Azure Functions
Use Cases and Limitations
Event-Driven Architecture
Big Data and Analytics in Cloud
Big Data Tools: Hadoop, Spark
AWS EMR, Azure Synapse
Real-Time Processing
Data Lakes and Warehousing
Artificial Intelligence and Machine Learning in Cloud
ML Tools in AWS, Azure, GCP
AutoML, ML Pipelines
Use Cases: Image Recognition, Chatbots
IoT and Cloud
Introduction to IoT Architecture
AWS IoT Core, Azure IoT Hub
Data Ingestion and Processing
Blockchain in the Cloud
Basics of Blockchain
Blockchain as a Service (BaaS)
Smart Contracts
Edge Computing and Fog Computing
Concepts of Edge and Fog
Comparison with Cloud
Use Cases in IoT
Cloud Compliance & Legal Considerations
Compliance Standards: ISO, GDPR
Data Residency & Sovereignty
Legal & Regulatory Risks
Legal & Regulatory Risks
Cloud Pricing Models
Cost Optimization Techniques
AWS Cost Explorer, Azure Calculator
Multi-Cloud and Hybrid Cloud
What is Multi-Cloud?
Cloud Interoperability
Tools for Multi-Cloud Management
Real-world Projects
Deploying a Web App on AWS
CI/CD with GitHub and Azure
Data Analytics Pipeline
Build a Serverless Chatbot
Interview Preparation & Certifications
Resume Building for Cloud Roles
Common Cloud Interview Questions
AWS/Azure/GCP Certification Paths
Capstone Project
Planning a Cloud Architecture
Implementation on Chosen Cloud Platform
Monitoring, Security, and Presentation
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