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Journey to Data Lakes - Building Modern Data Architectures
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Description of Training
Video Overview (2:02)
Introduction to Data Lakes
Introduction (2:02)
Data Beyond the buzz (11:23)
Structured Data (5:27)
Unstructured Data (7:34)
Where Unstructured data stored (4:31)
Semi Structured Data (6:19)
What is Big Data (4:11)
Use Cases (5:21)
Big Data - Volume (4:19)
Big Data - Velocity (3:16)
Big Data - Variety (3:31)
Big Data - Veracity (6:00)
Big Data - Value (6:23)
How Big Data Analytics works (6:29)
Module 2 - All about data lakes
What is Data Lake (6:09)
Historical Perspective of Data (6:19)
What are Data Stores Types (10:11)
Key Benefits of Data lake (9:28)
Data Warehouse - Historical aspects , benefits and features (8:29)
Datalake vs Data Warehouse (5:57)
Different File Types – Data Lake (3:10)
Module 3 -Data lake architecture Introduction
Azure Data lake Architecture - Ingestion (5:31)
Data lake architecture Introduction (8:01)
Data Lake Architecture -Data Storage Layer (8:12)
Data Lake Architecture -Data Processing (5:15)
Data lake Architecture - Data Processing - Data Partitioning (5:20)
Data lake Architecture - Data Processing - Data Caching (5:29)
Data lake Architecture - Data Processing - Data Workflow Management (5:55)
Data lake Architecture - Governance _ Security (13:13)
Section 4 - Lab Exercises
Creating Azure Data Lake Using Azure Portal (10:58)
Azure Data lake Metrics, KPIs (Part1) (7:47)
Azure Data lake Metrics, KPIs (Part 2) (7:25)
Lifecycle Management Policies (2:42)
Lifecycle Management Lab (4:12)
Storage Access Tiers Lab (1:38)
Azure Data Lake Security Lab (5:23)
Audio Version of the Training
Audio Download
Data Lake Architecture -Data Processing
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