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
- 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 / Serverless
- EC2: EC2 Basics, EC2 Purchasing Options, EC2 Instance Types, EC2 Storages, AMIs, Placement Groups
- Lambda: Lambda Basics, Lambda@Edge
- API Gateway: API Gateway Basics
Storages
- EBS: Elastic Block Store (EBS), EBS Snapshots, EBS Encryption
- Network Storages: Elastic File System (EFS), FSx
- S3: S3 Architecture, Storage Classes and Versioning, Security and Encryption
Integration, Analytics, and Operations
- Streaming: Kinesis
Cloud Computing
- Linux: Distribution
- Installing Docker: CentOS 7, Ubuntu Focal 20.04 (LTS)
- Installing Kubernetes: CentOS 7, Ubuntu Focal 20.04 (LST)
- Docker: Basics, Docker Commands
- Kubernetes: Basics, Common Actions, Pods, Deployments, Services, Configurations, Jobs
- Certifications: CKAD
Artificial Intelligence
- Basics:
Machine Learning
- Basics: Machine Learning Lifecycle
