Today’s post is provided by Kite Table of Contents Introduction: balanced and imbalanced datasets What is data oversampling? What is SMOTE? How does SMOTE work? SMOTE tutorial using imbalanced-learn Base model Imbalanced model SMOTE’d model Recap and conclusion Introduction: balanced and imbalanced datasets Close your eyes. Now imagine a perfect Read more…
Today’s post is coming from Kite. Kite is a plugin for your IDE that uses machine learning to give you useful code completions for Python. You can find the original post here. Table of Contents What is data science Positives: astrophysics, biology, and sports Negatives: gender bias and more Python, Read more…
I am very happy to announce that I have released a new course on Experfy! The course covers sports prediction and betting using machine learning. I am attaching the course description below. Contact me if you are interested in a discount! Course description: Predicting sports outcomes The purpose of this Read more…
With the rapid expansion of data science and supporting technologies it can become difficult to keep up with all new developments. There is always some new library for data analysis and machine learning for R or Python. This is where cheat sheets can be a useful tool to save you Read more…
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