Short Introduction to Machine Learning Packages in Python

This repository contains IPython notebooks for a short introductory course on machine learning packages in Python. The packages covered are:

1. NumPy - Array Manipulation
2. Matplotlib - Data Visualization
3. Pandas - Data Analysis
4. Scikit-learn - Machine Learning

IPython Notebooks:

• Chapter 1: NumPy Basics: Arrays and Vectorized Computation
• Chapter 2: Matplotlib: Plotting and Visualization
• Chapter 3: Pandas: Data Analysis and Manipulation
• Chapter 4: Scikit-learn: Machine Learning

License

See:
[1]: https://github.com/jakevdp/PythonDataScienceHandbook
[2]: https://github.com/wesm/pydata-book