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Mukul Raina

Senior Software Engineer, Microsoft
MS University of Oxford, UK

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5-Hour Python Course: PDF Lecture Slides

13 sections plus a bonus, 62 Python patterns, and 35 production scenarios. All lecture slides from the 5-hour course in one 329 page PDF file.

  • One Complete PDF (329 pages). Data structures, coding interview patterns, data engineering, ML and AI, references and memory, concurrency, decorators, OOP, generators, exceptions, profiling, type hints
  • 62 Patterns with Code. BFS, top-K with heaps, LRU cache, dynamic programming, the GIL, asyncio, decorators, dataclasses, generators, context managers, and 52 more with production examples.
  • Bonus: Interview Answers and a Cheat Sheet. Every section ends with interview questions and complete answers, plus a predict-the-output round, a cheat sheet and the Python 3.14 changes.

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