Beginner ML

Basic Machine Learning Resources

These third-party resources complement the Machine Learning section of aicompute.dev. They include official documentation, free learning resources, datasets, notebooks, and development tools to help you build practical machine learning skills.

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. aicompute.dev is not affiliated with or endorsed by the third-party websites listed above.