Cloud Computing
Introduction to Cloud Computing
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- Definition and characteristics of cloud computing
- History and evolution of cloud computing
- Benefits and challenges of cloud adoption
Cloud Computing Models
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- Service models: IaaS (Infrastructure as a Service), PaaS (Platform as a Service), SaaS (Software as a Service)
- Deployment models: Public, Private, Hybrid, Community clouds
- Cloud Architecture
- Key components of cloud architecture
- Front-end and back-end platforms
- Cloud storage and networking basics
- Virtualization
- Concept of virtualization
- Types of virtualization (server, storage, network)
- Hypervisors and virtual machines
- Cloud Service Providers (Overview)
- Introduction to major cloud providers (ideas only: AWS, Microsoft Azure, Google Cloud)
- Comparing features and services
- Cloud Storage and Databases
- Types of cloud storage (object, block, file)
- Cloud database basics
- Data backup and recovery in the cloud
- Cloud Security
- Security challenges in cloud computing
- Data privacy and compliance
- Identity and access management
- Encryption and secure data transfer
- Cloud Networking
- Basics of cloud networking
- Virtual private clouds (VPC)
- Load balancing and content delivery networks (CDN)
- Cloud Application Development
- Developing and deploying applications in the cloud
- Introduction to server less computing and micro services
- APIs and integration
- Cloud Management and Monitoring
- Resource provisioning and scaling
- Monitoring tools and dashboards
- Cost management and optimization
- Cloud Migration
- Strategies for migrating to the cloud
- Challenges and best practices
- Case studies
- Trends and Future of Cloud Computing
- Edge computing and IoT integration
- Artificial intelligence and machine learning in the cloud
- Emerging trends and career opportunities
- Practical Assignments and Projects
- Setting up a cloud account (demo or simulation)
- Deploying a simple web application
- Cloud storage and backup exercises
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