Latest Resources in scikit-learn

scikit-learn

Clustering with Scikit-Learn in Python programminghistorian.org

Published October 25, 2021 under Machine Learning

This tutorial demonstrates how to apply clustering algorithms with Python to a dataset with two concrete use cases. The first example uses clustering to identify meaningful groups of Greco-Roman authors based on their publications and their reception. The second use case applies clustering algorithms to textual data in order to discover thematic groups. After finishing this tutorial, you will be able to use clustering in Python with Scikit-learn applied to your own data, adding an invaluable method to your toolbox for exploratory data analysis.

Logistic Regression Models in Scikit-Learn https://towardsdatascience.com/dont-sweat-the-solver-stuff-aea7cddc3451

Published October 5, 2019 under Machine Learning

Logistic regression is the bread-and-butter algorithm for machine learning classification. If you’re a practicing or aspiring data scientist, you’ll want to know the ins and outs of how to use it. Also, Scikit-learn’s LogisticRegression is spitting out warnings about changing the default solver, so this is a great time to learn when to use which solver. 😀

The fastest way to be productive with machine learning loominus.ai

Published July 24, 2019 under Machine Learning

Advanced machine learning everyone can use. Stage data. Build models with no code. Manage models in production.

Data Science with Python explained towardsdatascience.com

Published March 30, 2019 under Data Science

Scikit-learn Tutorial: Machine Learning in Python dataquest.io

Published November 22, 2018 under Machine Learning

How to update your scikit-learn code for 2018 dataschool.io

Published July 13, 2018 under Data Science

Learn Data Science with Python 3 & scikit-learn udemy.com

Published January 22, 2018 under Python

Python Machine Learning: Machine Learning and Deep Learning with Python, scikitlearn, and TensorFlow amazon.com

Published October 27, 2017 under Python

Scalable Machine Learning (Part 1) tomaugspurger.github.io

Published September 19, 2017 under Machine Learning

Machine Learning with Python on the Enron Dataset medium.com

Published August 25, 2017 under Machine Learning

Scikit-Learn Cheat Sheet: Python Machine Learning blog.yhat.com

Published July 4, 2017 under Python

Clustering with Scikit with GIFs dashee87.github.io

Published May 18, 2017 under Machine Learning

Bayesian optimization with scikit-learn thuijskens.github.io

Published January 10, 2017 under Python

Approaching (Almost) Any Machine Learning Problem blog.kaggle.com

Published July 27, 2016 under Machine Learning

Machine learning GitHub showcase github.com

Published June 7, 2016 under Machine Learning

Dive into scikit-learn oreilly.com

Published April 28, 2016 under Machine Learning