Scikit Learn

Hitchhiker's Guide to MLOps for Time Series Forecasting with Sklearn
Machine Learning
How to develop a time series forecasting project using Scikit-Learn
Marco Cerliani
April 4, 20246 min read
Scikit-learn Visualization Guide: Making Models Speak
Machine Learning
Use the Display API to replace complex Matplotlib code
Peng Qian
March 21, 20247 min read
Multinomial Naive Bayes Classifier
Data Science
A complete worked example for text-review classification
Yoann Mocquin
March 14, 202417 min read
Data Visualization Cheat Sheet for Basic Machine Learning Algorithms
Data Science
Guiding charts for displaying machine learning results.
Boriharn K
March 5, 20248 min read
Naive Bayes clearly explained
Machine Learning
Solving the iris dataset with a gaussian approach in scikit-learn.
Yoann Mocquin
March 2, 20248 min read
The stacking ensemble method
Machine Learning
Understand stacking using scikit-learn.
Yoann Mocquin
February 29, 202414 min read
The Dummy models of Scikit-learn
Machine Learning
Always keep a dummy by your side.
Yoann Mocquin
February 14, 20249 min read
3 Key Encoding Techniques for Machine Learning: A Beginner-Friendly Guide
Machine Learning
How should we choose between label, one-hot, and target encoding?
Ryu Sonoda
February 7, 202415 min read
Ensuring Correct Use of Transformers in Scikit-learn Pipeline
Machine Learning
Effective data processing in machine learning projects
Peng Qian
December 20, 202311 min read
Sklearn Tutorial: Module 3
Machine Learning
I took the official sklearn MOOC tutorial. Here are my takeaways.
Yoann Mocquin
December 1, 202310 min read