Data Lake and Lakehouse Architecture for Aspiring Data Architects
Master the design principles and practical applications of Data Lakes and Lakehouses to build scalable, efficient, and governed data architectures.
...
Share
Foundations of Modern Data Architectures
Unit 1: The Evolution of Data Architectures
Data's Journey
The Data Warehouse
Unit 2: Introducing the Data Lake
Why Data Lakes?
Anatomy of a Data Lake
Data Lake in Action
Data Lake Challenges
Unit 3: The Rise of the Lakehouse
The Lakehouse Concept
Lakehouse Advantages
Implementing and Governing Lakehouse Architectures
Unit 1: Lakehouse Foundations: Enabling Data Reliability
Beyond the Data Lake
ACID Transactions on Lakes
Schema Enforcement & Evolut
Time Travel & Versioning
Unit 2: Key Lakehouse Technologies
Delta Lake Deep Dive
Apache Iceberg Explained
Apache Hudi Overview
Unit 3: Governing Your Lakehouse
Lakehouse Data Governance
Security & Access Control
Cost Optimization Tactics