Tutorials
449 items from ujjwalkarn/machine-learning-tutorials ★18,265
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Torch7 torch.ch
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Neural Networks and Deep Learning neuralnetworksanddeeplearning.com
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Website tensorflow.org
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The Unreasonable effectiveness of RNNs karpathy.github.io
, Torch Code, Python Code
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Website deeplearning.net
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Machine Learning Course by Andrew Ng (Stanford University) coursera.org
Renown entry-level online class with certificate. Taught by: Andrew Ng, Associate Professor, Stanford University; Chief Scientist, Baidu; Chairman and Co-founder, Coursera.
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Logistic Regression en.wikipedia.org
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LibSVM csie.ntu.edu.tw
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Convnet.js cs.stanford.edu
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Colah's Blog colah.github.io
Blog for understanding Neural Networks!
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An Introduction to Statistical Learning, with Applications in R www-bcf.usc.edu
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Torch github.com
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Machine Learning: 2014-2015 cs.ox.ac.uk
, Code
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Deeplearning4j deeplearning4j.org
Open-Source, Distributed, Deep Learning Library for the JVM.
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Stanford Tensorflow for Deep Learning Research Course web.stanford.edu
Stanford Course about Tensorflow from 2017 - Syllabus - Unofficial Videos
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Hyperopt tutorial for Optimizing Neural Networks’ Hyperparameters vooban.com
Learn to slay down hyperparameter spaces automatically rather than by hand.
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Discover structure behind data with decision trees vooban.com
Grow and plot a decision tree to automatically figure out hidden rules in your data
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Stanford Notes vision.stanford.edu
, Codes, GitHub
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The Stanford NLP Group nlp.stanford.edu
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ML Compiled ml-compiled.readthedocs.io
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Adam Geitgey medium.com
Easiest Introduction to machine learning
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Andrej Karpathy karpathy.github.io
A blog about Deep Learning and Data Science in general
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Bag of Words en.wikipedia.org
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Deep Learning Comprehensive Website deeplearning.net
, Software
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Visualising and Understanding CNNs cs.nyu.edu
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fast.ai - Practical Deep Learning For Coders course.fast.ai
A code-first introduction to deep learning.
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Understanding LSTM Networks colah.github.io
Explains the LSTM cells' inner workings, plus, it has interesting links in conclusion.
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Android TensorFlow Machine Learning Example blog.mindorks.com
Android TensorFlow Machine Learning Example.
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Oxford Deep Learning - video youtube.com
, Video Lectures Summer School Montreal
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