Book

Simplifying Data Engineering and Analytics with Delta

This book is a practical guide for creating and executing data and ML pipelines using the open protocol Delta. Simplifying Data Engineering and Analytics with Delta focuses on helping you make the right architecture choices and providing a hands-on approach to implementation and associated methodologies that will have you up and running in no time.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
11h8m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 11h8m total length

1. An Introduction to Data Engineering
2. Data Modeling and ETL
3. Delta – The Foundation Block for Big Data
4. Unifying Batch and Streaming with Delta
5. Data Consolidation in Delta Lake 
6. Solving Common Data Pattern Scenarios with Delta
7. Delta for Data Warehouse Use Cases
8. Handling Atypical Data Scenarios with Delta
9. Delta for Reproducible Machine Learning Pipelines
10. Delta for Data Products and Services
11. Operationalizing Data and ML Pipelines
12. Optimizing Cost and Performance with Delta
13. Managing Your Data Journey

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