Artificial Intelligence, Machine Learning, & Cloud Computing
Where ideas and technologies meet!
AWS Architect / Data Analytics
Networking
- High Availability and Fault Tolerance: Load Balancing, Auto Scaling
- Connecting VPCs and Services: VPC Peering, VPC Endpoints, PrivateLink, Transit Gateway, Connecting VPCs
- Hybrid Cloud: VPN and DX, Storage Gateway, DataSync
- High Performance Computing: HPC
Account Management and Security
- Identity Federation: IDF – Cognito – SSO, AWS Directory Service
- Key Management and Encryption: KMS
- Security-related Services: WAF, AWS Shield
Compute / Serverless
- API Gateway: API Gateway Basics
Storages / Databases
- Storages: Elastic Block Store (EBS), Elastic File System (EFS), FSx
- S3: S3 Architecture, Storage Classes and Versioning, Security and Encryption, S3 Features
- Databases: Relational Database Service (RDS), RDS Deployment & Backups
Integration, Analytics, and Operations
- Streaming: Kinesis, Kinesis Data Stream, Kinesis Firehose, Kinesis Video, Kinesis Analytics
AWS Python SDK
- Boto3: Configuration, S3
Clouding Computing
Web Programming
- JavaScript: Overview, Script & Types, Functions, this, Events, Built-in Libraries, BOM
- React: Overview & Setup, JSX & Components, Props & States, Lifecycle, Forms, Hooks, Navigation
- Redux: Redux, react-redux, redux-thunk
