Artificial Intelligence/Cloud Computing

Artificial Intelligence, Machine Learning, & Cloud Computing

Where ideas and technologies meet!

AWS Architect

Networking

• Networking: AWS Networking Fundamentals, Basic Networking
• VPC: VPC Basics, Subnets and Route Tables, IGW & NAT, VPC Security, VPC Flow Logs
• Route 53 & CloudFront: DNS, Route 53, CloudFront, Global Accelerator
• 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, PrivateLink
• High Performance Computing: HPC

Account Management and Security

• Account Management: IAM, STS, Policies, AWS Organizations
• Identity Federation: IDF – Cognito – SSO, AWS Directory Service
• Key Management and Encryption: KMS
• Security-related Services: WAF, AWS Shield

Compute

• EC2: EC2 Basics, EC2 Purchasing Options, EC2 Instance Types, EC2 Storages, AMIs, Placement Groups

Storages

• EBS: Elastic Block Store (EBS), EBS Snapshots, EBS Encryption
• Network Storages: Elastic File System (EFS), FSx
• S3

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Cloud Computing

• Docker: Install on Linux

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Artificial Intelligence

• Basics:

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Machine Learning

• Basics: Machine Learning Lifecycle