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Mukul Raina

Senior Software Engineer, Microsoft
MS University of Oxford, UK

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Data Engineering Foundations: Lecture Slides

13 section PDFs. 47 data engineering patterns. 12 code implementations. All lecture slides from the 5-hour course.

  • 13 Section PDFs. Data Storage, Data Formats, SQL, Pipeline Architecture, Data Modeling, Batch Processing, Stream Processing, and 6 more sections.
  • 47 Data Engineering Patterns. OLTP vs OLAP, star schema, SCD Type 2, CDC, window functions, Kafka delivery guarantees, watermarks, and data contracts, plus 12 code implementations.
  • 13 Cheat Sheets. One per section, built for last-minute interview revision.

From the 5-hour course on ​youtube.com/@mukulraina​. No spam. Unsubscribe anytime.