Section outline

• Select section Day 1: AWS Cloud & Core Services

  Day 1: AWS Cloud & Core Services

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  • AWS cloud essentials, pricing, and security

  • Key services: S3, EC2, EBS, CloudFront, Lambda, CloudWatch

  • Lab: IAM, EC2, S3, CloudTrail, Lambda setup
• Select section Day 2: Kinesis, S3 & DynamoDB

  Day 2: Kinesis, S3 & DynamoDB

  • Kinesis Firehose & Analytics for real-time ingestion

  • Deep dive into S3: lifecycle, versioning, logging

  • DynamoDB table design, indexes

  • Lab: Kinesis stream setup, S3 events, CRUD in DynamoDB
• Select section Day 3: EMR, Hive, Spark, Glue, Athena

  Day 3: EMR, Hive, Spark, Glue, Athena

  • Launch and configure EMR, Hive, Spark, Hue, Zeppelin

  • ETL workflows using Glue, partitioning, compression

  • Lab: Hive & Spark analysis, Glue crawler, Athena queries
• Select section Day 4: Redshift, RDS & Airflow

  Day 4: Redshift, RDS & Airflow

  • Redshift architecture, compression, query patterns

  • RDS MySQL setup, multi-AZ & read replicas

  • Orchestration using Airflow: DAGs, scheduling

  • Lab: Redshift schema creation, Airflow DAG config, RDS-Python integration