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StatQuest: K-means clustering

StatQuest: K-means clustering

by StatQuest with Josh Starmer | Aug 27, 2023 | Educational Videos

The Videos are copyrighted to YouTube and the author. The videos are reproduced here for the easy access by the viewers. K-means clustering is used in all kinds of situations and it’s crazy simple. The R code is on the StatQuest GitHub:...
Neural Networks Part 8: Image Classification with Convolutional Neural Networks (CNNs)

Neural Networks Part 8: Image Classification with Convolutional Neural Networks (CNNs)

by StatQuest with Josh Starmer | Aug 26, 2023 | Educational Videos

The Videos are copyrighted to YouTube and the author. The videos are reproduced here for the easy access by the viewers. One of the coolest things that Neural Networks can do is classify images, and this is often done with a type of Neural Network called a...
Regularization Part 1: Ridge (L2) Regression

Regularization Part 1: Ridge (L2) Regression

by StatQuest with Josh Starmer | Aug 26, 2023 | Educational Videos

The Videos are copyrighted to YouTube and the author. The videos are reproduced here for the easy access by the viewers. Ridge Regression is a neat little way to ensure you don’t overfit your training data – essentially, you are desensitizing your model to...
Neural Networks Pt. 1: Inside the Black Box

Neural Networks Pt. 1: Inside the Black Box

by StatQuest with Josh Starmer | Aug 24, 2023 | Educational Videos

The Videos are copyrighted to YouTube and the author. The videos are reproduced here for the easy access by the viewers. Neural Networks are one of the most popular Machine Learning algorithms, but they are also one of the most poorly understood. Everyone says Neural...
Transformer Neural Networks, ChatGPT’s foundation, Clearly Explained!!!

Transformer Neural Networks, ChatGPT’s foundation, Clearly Explained!!!

by StatQuest with Josh Starmer | Aug 23, 2023 | Educational Videos

The Videos are copyrighted to YouTube and the author. The videos are reproduced here for the easy access by the viewers. Transformer Neural Networks are the heart of pretty much everything exciting in AI right now. ChatGPT, Google Translate and many other cool things,...
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