Machine Learning with Python

More information to come!

Packages

NumPy

• The foundation of scientific computing in the Python language

• Handles high-dimensional arrays and matrix operations efficiently

Pandas

• Fast, powerful, and easy-to-use open-source Python library

• Built on top of NumPy and designed for data analysis, manipulation, and cleaning

Polars

• Multi-threaded execution and lazy evaluation engine

• Fast, memory-efficient data manipulation of larger datasets

Scikit-learn

• Utilized for traditional machine learning, preprocessing, and evaluation

• Core hub for modeling tabular data, cross-validation, and metrics