Already using NumPy, Pandas, and Scikit-learn? Here are seven more powerful data wrangling tools that deserve a place in your ...
A regression problem is one where the goal is to predict a single numeric value. For example, you might want to predict the price of a house based on its square footage, age, number of bedrooms and ...
Dr. James McCaffrey of Microsoft Research uses a full-code, step-by-step demo to predict the species of a wheat seed based on seven predictor variables such as seed length, width and perimeter. The ...
Learn how to use permutation testing to validate your machine learning models using Sklearn. This video breaks down the ...
Simplify complex datasets using Principal Component Analysis (PCA) in Python. Great for dimensionality reduction and ...