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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 20,889 10,360 Built by @ageron @pizzaz93 @ziembla @ibeauregard @rickiepark 24 stars today
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amanchadha / coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Network…

Jupyter Notebook 1,178 1,141 Built by @amanchadha @BHUVAN-RJ @zen7vik @lengocloi1805 @Ehsanahmadi1400 9 stars today
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microsoft / EconML

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal …

Jupyter Notebook 2,210 485 Built by @kbattocchi @moprescu @vasilismsr @heimengqi @vsyrgkanis 3 stars today