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By the end, learners will be able to:
Design secure, resilient, high-performing, cost-optimized architectures on AWS.
Choose the right AWS services for common business scenarios.
Read a scenario and identify the best architecture (exam style).
Pass SAA-C03 with confidence through hands-on labs + practice exams.
Audience: beginners to intermediate cloud/IT folks, developers, sysadmins, DevOps, freshers with infra basics.
Assumed prereqs: basic networking (IP, subnets, DNS), Linux/Windows comfort, basic database ideas. AWS recommends ~1 year hands-on exposure but it’s not mandatory if labs are done seriously.
8 weeks (recommended)
3 live sessions/week (90 min) or self-paced equivalent
2 lab blocks/week (60–90 min)
Weekly quiz + one mini-project every 2 weeks
Final capstone + 2 full mock exams
Goal: get everyone comfortable with AWS basics & the console.
Topics
AWS global infrastructure: Regions, AZs, edge locations
Shared responsibility model
IAM overview (users, groups, roles, policies)
AWS pricing basics + Free Tier
How to read SAA questions (elimination + keywords)
Labs
Create AWS account + budget alerts
IAM user + MFA + least-privilege policy
Explore CloudShell + CLI setup
Assessment
Diagnostic quiz (not graded)
Goal: master access control + secure network design. (Heaviest domain.)
Topics
IAM deep dive: policy evaluation logic, permission boundaries
IAM Identity Center (SSO), federation concepts
VPC fundamentals: CIDR, subnets, route tables, IGW, NAT
Security groups vs NACLs
VPC endpoints (Gateway vs Interface)
AWS Organizations, SCPs, Control Tower (associate level)
Labs
Build a 2-tier VPC (public + private)
Add NAT Gateway + private EC2 outbound
Create VPC endpoints for S3/DynamoDB
Cross-account role assumption
Quiz
25–30 exam-style questions
Goal: secure data and understand detection/response.
Topics
Encryption: KMS, CMKs, envelope encryption
S3 security: bucket policies, ACLs, OAC/OAI
Secrets Manager vs Parameter Store
AWS Shield, WAF basics
Logging & monitoring: CloudTrail, Config, CloudWatch, GuardDuty, Macie
Backup & recovery services overview
Labs
Encrypt S3 with KMS + enforce TLS & SSE-KMS policy
Enable CloudTrail + send to S3 + metric filter alert
Store secrets + rotate (demo)
Mini-project 1
“Secure static website hosting with least privilege + logging”
Goal: design scalable & loosely-coupled systems.
Topics
Elastic Load Balancing (ALB/NLB/GWLB)
Auto Scaling (ASG, scaling policies)
Decoupling with SQS, SNS, EventBridge
Serverless patterns: Lambda + API Gateway
Containers overview: ECS, EKS, Fargate (exam depth)
Caching: CloudFront, ElastiCache basics
Labs
ALB + ASG web tier with scaling
SNS → SQS fanout pattern
Simple serverless REST API
Quiz
Domain 2 scenario questions
Goal: HA across AZ/Regions, DR strategies.
Topics
RDS Multi-AZ, read replicas
Aurora concepts (writer/reader endpoints)
Route 53 routing policies (simple/weighted/latency/failover/geolocation)
DR strategies: backup-restore, pilot light, warm standby, active-active
Storage durability concepts
Labs
RDS Multi-AZ deploy + failover test
Route 53 failover demo with health checks
S3 CRR setup
Mini-project 2
“Multi-AZ highly available web app with decoupled backend”
Goal: pick storage for performance + scale.
Topics
S3 tiers, lifecycle, performance, multipart upload
EBS types (gp3/io2/st1/sc1), throughput vs IOPS
EFS vs FSx (Lustre/Windows/ONTAP) – when/why
Storage Gateway, Snow family (light exam coverage)
Labs
Tune EBS volume performance for EC2
EFS shared storage with multiple instances
S3 lifecycle + intelligent tiering
Quiz
Storage choice matrix questions
Goal: optimize compute & databases for workload fit.
Topics
EC2 instance families & placement strategies
Lambda performance tuning (memory/CPU, concurrency)
Databases: DynamoDB, RDS, Aurora, Redshift, ElastiCache
DDB capacity (on-demand vs provisioned), partitions, GSIs, DAX
Performance troubleshooting patterns
Labs
EC2 placement group + benchmark
DynamoDB + GSI + autoscaling
CloudFront caching for dynamic site
Mini-project 3
“High-throughput ingestion pipeline (API → Lambda → DynamoDB → S3)”
Goal: design for cost without sacrificing requirements.
Topics
Pricing models: On-Demand, RI, Savings Plans, Spot
S3 cost levers (tiers, lifecycle, compression)
Right-sizing compute
Cost visibility: Cost Explorer, Budgets, CUR basics
Architectural cost patterns (serverless vs EC2, Aurora vs RDS, CloudFront to reduce origin)
Labs
Spot + ASG mixed instances
S3 lifecycle → Glacier Deep Archive
Create budget alarms + cost dashboard
Quiz
Cost trade-off scenarios
Goal: stitch domains together + practice like the real exam.
Activities
Full Well-Architected review of sample systems
“Service-selection speed rounds” (what service & why)
2 × full-length mock exams (65 Q, 130 min)
Detailed review + weak-area remediation plan
Capstone
Design a complete AWS solution for a case study with:
secure access + network design
HA + DR
performance choices
cost optimisation
Present architecture diagram + justification.
3-tier VPC
public/private subnet patterns
ALB + ASG + RDS Multi-AZ
event-driven fanout (SNS→SQS)
serverless web + API
hybrid connectivity (VPN vs Direct Connect)
multi-region DR patterns
Keyword spotting: “least operational overhead”, “highest availability”, “lowest cost”
Elimination framework
Time management (≈2 min/question)
Common traps:
confusing read replica vs Multi-AZ
choosing EFS where S3 fits
overusing NAT instead of VPC endpoints
missing “shared responsibility” boundaries
Weekdays: 60–90 min lesson + 30 min review
Weekends: 1 lab + 1 mini test
Final 10 days: only mocks + revision notes
Weekly quizzes (30%)
Mini-projects (30%)
Capstone (20%)
Final mock average (20%)
Passing benchmark: 75%+ on mocks before scheduling real exam.
Official SAA-C03 Exam Guide (domains/tasks)
AWS Skill Builder SAA learning plan
AWS Well-Architected Framework pillars
AWS Cloud Practitioner Essentials
AWS Solutions Architect Professional Certificate
Cloud Fundamentals using AWS
Master Google Cloud Platform for Data Analysis
Master the Fundamentals of Google Cloud Platform
GCP Database Engineer Certification exam
GCP Associate Cloud Engineer Certification
Google Cloud Data Engineer Certification
GCP Cloud Architect Certification

AWS Foundation for DE
AWS Foundation for DE

AWS Data Engineer - Associate