Ten Simple Rules for Reproducible Research in Jupyter Notebooks

Rule et al.: https://arxiv.org/abs/1810.08055

#100DaysOfMLCode #BigData #ComputerScience #DataScience #MachineLearning

Python Machine Learning (2nd Ed.) Code Repository

By Sebastian Raschka et al.: https://github.com/rasbt/python-machine-learning-book-2nd-edition

#100DaysOfMLCode #Clustering #DataScience #DeepLearning #MachineLearning #NeuralNetworks #Programming #SupervisedLearning

"Neural Networks for Machine Learning by Geoffrey Hinton" (Coursera 2013)

Video Lectures: https://www.youtube.com/watch?v=2fRnHVVLf1Y&list=PLiPvV5TNogxKKwvKb1RKwkq2hm7ZvpHz0

#100DaysOfMLCode #ArtificialIntelligence #DeepLearning #NeuralNetworks #MachineLearning

Machine Learning Yearning (Draft Version)
By Andrew Ng: https://d2wvfoqc9gyqzf.cloudfront.net/content/uploads/2018/09/Ng-MLY01-13.pdf
#100DaysOfMLCode #ArtificialIntelligence #DeepLearning #MachineLearning #NeuralNetworks

Deep RL Bootcamp
By Pieter Abbeel, Rocky Duan, Peter Chen, Andrej Karpathy et al.: https://sites.google.com/view/deep-rl-bootcamp/lectures
#100DaysOfMLCode #ArtificialIntelligence #DeepLearning #MachineLearning #NeuralNetworks #ReinforcementLearning