Python Repo

A repository documenting my journey as I teach myself Python concepts, one step at a time.

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📚 About This Repo

This repo was created to help me learn about python as I learn more about ML, which can be found here.

This also serves as my personal learning log, featuring code snippets, projects, and notes as I delve deeper into Python programming. Whether it's mastering the basics or exploring advanced topics, this repo will evolve as my skills grow.

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🧩 Repository Structure (Potential)

📂 python-learning-repo
├── 📁 basics/           # Fundamental Python concepts and exercises
├── 📁 cleanup/          # Files on Data Cleanup practices
├── 📁 matplotlib/       # Files on MatPlotLib
├── 📁 numpy/            # Files on NumPy
├── 📁 pandas/           # Files on Pandas
├── 📁 pandas/           # Files on Seaborn
├── 📁 webscraping/      # Files on Web Scraping with BeautifulSoup
└── 📄 README.md         # This file

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🛠️ Tools & Technologies

Category	Technologies
Programming Languages
IDEs & Editors
Libraries

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🚀 Topics Covered

Topic	Description
Basics	Data types, loops, conditionals, and functions.
NumPy, Pandas, MatplotLib, and Seaborn	Familiarity with these libraries for ML implementation.
Data Cleanup	Best Practices for cleaning up data.
Web Scraping	Learning how to retreive data on my own.

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🌟 Goals

• Achieve fluency in Python programming for ML.
• Learn about NumPy, Pandas, and MatPlotLib to better prepare for ML.
• Document and share learnings with others.
• Use Python and related libraries to perform data analysis.

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📊 Progress Tracker

Topic	Status	Completion Date
Basics	✅ Completed	24/12/24
NumPy	✅ Completed	25/12/24
Pandas	✅ Completed	26/12/24
Data Cleanup	✅ Completed	28/12/24
MatplotLib	✅ Completed	29/12/24
Seaborn	🔄 In Progress	TBD
SciKit Learn	🔄 In Progress	TBD
Web Scraping	⏳ Not Started	TBD

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Upon completion of the first 5 topics, an exploratory data analysis project was done. Check it out here!

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A dev quote for you: