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Resources for developers using Python for scientific computing and quantitative analysis

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scikit-learn

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. 😀

Logistic Regression, scikit-learn

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.

LightGBM, scikit-learn, TensorFlow, XGBoost

Data Science with Python explained towardsdatascience.com

Published March 30, 2019 under Data Science

Numpy, Python, scikit-learn, XGBoost

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

Published November 22, 2018 under Machine Learning

Python, scikit-learn

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

Published July 13, 2018 under Data Science

Python, scikit-learn

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

Published January 22, 2018 under Python

Data Science, Data Visualization, Machine Learning, scikit-learn

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

Published October 27, 2017 under Python

Python, scikit-learn

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

Published September 19, 2017 under Machine Learning

Machine Learning, Pandas, Python, scikit-learn

Machine Learning with Python on the Enron Dataset medium.com

Published August 25, 2017 under Machine Learning

Machine Learning, Python, scikit-learn

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

Published July 4, 2017 under Python

Machine Learning, Python, scikit-learn

Clustering with Scikit with GIFs dashee87.github.io

Published May 18, 2017 under Machine Learning

Machine Learning, Python, scikit-learn

Bayesian optimization with scikit-learn thuijskens.github.io

Published January 10, 2017 under Python

Machine Learning, Python, scikit-learn

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

Published July 27, 2016 under Machine Learning

Machine Learning, Python, scikit-learn

Machine learning GitHub showcase github.com

Published June 7, 2016 under Machine Learning

Caffe, Machine Learning, Python, scikit-learn, TensorFlow

Dive into scikit-learn oreilly.com

Published April 28, 2016 under Machine Learning

Data Science, Machine Learning, Python, scikit-learn

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