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AWS Data Engineering Course 20 HOURS TRENDING
Complete Data Engineering 14 Tools Covered All Levels

Data Engineering in AWS

Description

Comprehensive AWS Data Engineering training program focusing on building scalable data solutions using AWS services. Learn through practical implementation and real-world scenarios.

Tools & Technologies Covered
  • SQL and Python
  • Amazon S3
  • RDS Database
  • Redshift
  • AWS Glue
  • Athena
  • QuickSight
  • Kinesis
  • Lambda
  • EMR
  • IAM
  • KMS
  • AWS CloudWatch
Learning Outcomes
  • Design and implement AWS data solutions
  • Build ETL pipelines using AWS services
  • Implement real-time data processing
  • Create data lakes and warehouses
  • Manage security and monitoring
Course Syllabus

Comprehensive curriculum covering all aspects of AWS Data Engineering.

  • Module 1: Introduction to Database and Programming - SQL Basics and fundamentals - Python with PySpark, Pandas, NumPy - AWS SDK (Boto3) integration
  • Module 2: Introduction to Data Engineering and AWS Services - Data engineering fundamentals - AWS service overview - Setting up AWS environment - IAM roles and security
  • Module 3: Data Storage and Management - Amazon S3 implementation - RDS database management - Redshift warehouse setup
  • Module 4: Data Integration and ETL - AWS Glue implementation - ETL job creation - Data catalog management - Integration with S3 and Redshift
  • Module 5: Data Analytics and Querying - Amazon Athena setup - QuickSight visualizations - SQL query optimization
  • Module 6: Real-Time Data Processing - Kinesis implementation - Lambda function integration - Stream processing patterns
  • Module 7: Big Data Processing with EMR - EMR cluster setup - Hadoop and Spark processing - Large dataset management
  • Module 8: Security and Monitoring - IAM security configuration - KMS encryption setup - CloudWatch monitoring - Cost optimization
  • Module 9: Capstone Project - Sales reporting pipeline - Data ingestion and processing - Visualization and monitoring
Course Material
Data Engineering in AWS Course Syllabus

Complete curriculum and course details

Download Syllabus
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