Python Programming and Data Roadmap

Programming Roadmap

Python Programming & Data Roadmap (Section 2)

Python Essentials (1 Week)

Language Basics

  • Data Structures
  • Functions & OOP
  • File I/O

Exercises

  • Algorithm challenges
  • Class-based projects

Data Manipulation (1 Week)

Key Libraries

  • NumPy: Array operations
  • Pandas: DataFrames
  • Matplotlib: Visualization

Projects

  • Clean messy CSV data
  • EDA on Kaggle dataset

Advanced Skills (1 Week)

  • APIs (Requests library)
  • SQL Basics
  • Git Version Control
  • Debugging with PyCharm

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