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Python Foundations

This repository documents my progression from Python fundamentals to machine learning and research-level programming.

The focus is not speed or shortcuts, but depth, clarity, and correctness.


Structure

01-Syntax-Mastery/

  • Core Python syntax
  • Control flow, data types, functions
  • Clean, readable, predictable code

02-Computational-Physics/

  • Physics-based programs
  • Kinematics, dynamics, numerical simulations

03-Mathematical-Foundations/

  • Algebra, calculus, linear algebra implemented in code

04-Logic-Algorithms/

  • Algorithmic thinking
  • Data structures and problem decomposition

05-Research-Projects/

  • Larger systems
  • Experimentation, analysis, and documentation

Rules

  • No copy-paste learning
  • No blind library usage
  • Every program must be explainable line-by-line
  • Progress is incremental and permanent

Status: Active

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Structured progression from Python fundamentals to ML and research-grade programming.

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