Data Engineering on AWS - A Data Lake Solution (Includes Labs) (日本語)

Overview

Enhance your practical skills in constructing data lakes on AWS as you utilize Amazon S3, Lake Formation, and AWS Glue. Through this comprehensive solution, learn to manage everything from data ingestion and transformation to security management.

Provider:

AWS Skill Builder

Categories:

Artificial Intelligence Courses, Business Courses

Syllabus

• Introduction to Data Engineering on AWS
Overview of Data Engineering Principles
Introduction to AWS Services for Data Lake Solutions
• Amazon S3 for Data Lakes
Understanding Amazon S3 as a Storage Solution
Best Practices for S3 Data Organization
Lab: Setting Up and Configuring Amazon S3 Buckets
• AWS Lake Formation
Introduction to AWS Lake Formation
Data Lake Security and Access Management
Lab: Creating a Data Lake using Lake Formation
• Data Ingestion and ETL with AWS Glue
Overview of AWS Glue
ETL Process Design and Implementation
Lab: Building ETL Pipelines with AWS Glue
• Data Transformation and Processing
Transforming Data with AWS Glue Jobs
Handling Streaming Data and Batch Processing
Lab: Data Transformation Scenarios
• Data Security and Governance
Implementing Security Best Practices
Data Encryption and Compliance
Lab: Managing Security Policies and Permissions
• Performance Optimization
Optimizing Data Storage and Retrieval
Tuning ETL Processes for Efficiency
• Capstone Project
Designing and Implementing a Complete Data Lake Solution
Presenting and Reviewing Solutions

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Subjects

Business