Beginner ML

Basic Machine Learning Resources

These third-party resources complement the Machine Learning section.

Python

Official Resources

• Python
• Python Documentation

Learning

• Automate the Boring Stuff with Python
• freeCodeCamp Scientific Computing with Python
• Kaggle Learn: Python

Data Analysis

Libraries & Documentation

• NumPy Documentation
• Pandas Documentation
• Matplotlib Documentation
• Seaborn Documentation

Learning

• Kaggle Learn: Pandas
• Kaggle Learn: Data Visualization

Machine Learning

Frameworks & Documentation

• Scikit-learn Documentation

Learning

• Google Machine Learning Crash Course
• Scikit-learn User Guide
• Hugging Face Learn
• Kaggle Learn: Intro to Machine Learning
• Kaggle Learn: Intermediate Machine Learning

Development & Experimentation

Interactive Notebooks

• Project Jupyter
• Google Colab
• Kaggle Notebooks

Code Editor

• Visual Studio Code

Datasets

• Kaggle Datasets
• Hugging Face Datasets
• UCI Machine Learning Repository

Version Control

• Git
• GitHub
• GitHub Skills

Practice

• Kaggle Learn
• Kaggle Competitions
• Hugging Face Spaces

These resources are provided for educational purposes only. This site is not affiliated with or endorsed by the third-party websites listed above.