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Language: Jupyter Notebook
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ageron / handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Jupyter Notebook 27,232 12,589 Updated Jun 13, 2024

fastai / fastbook

The fastai book, published as Jupyter Notebooks

Jupyter Notebook 21,082 8,197 Updated Jun 21, 2024

Doraemonzzz / Learning-from-data

记录Learning from data一书中的习题解答

Jupyter Notebook 960 323 Updated May 15, 2019

niuers / Learning-From-Data-A-Short-Course

Solutions to the exercises and problems in the book: Learn From Data_A Short Course by Yaser Abu-Mostafa, Malik Magdon-Ismail and Hsuan-Tien Lin

Jupyter Notebook 201 81 Updated Sep 18, 2022

roessland / learning-from-data

Caltech Machine Learning course notes and homework. Implements from scratch algorithms like SVM, neural networks, backpropagation, perceptrons and other linear classifiers.

Jupyter Notebook 43 20 Updated Mar 15, 2019

homefish / edX_Learning_From_Data_2017

Machine Learning course on edX by Yaser S. Abu-Mostafa (Caltech)

Jupyter Notebook 17 21 Updated Dec 9, 2017

anushapatil5 / datathon_2020

Jupyter Notebook 1 Updated Aug 26, 2020