Tutorials
449 items from ujjwalkarn/machine-learning-tutorials ★18,265
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Intuition Behind Backpropagation medium.com
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Machine Learning mistakes to avoid medium.com
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The LDA Buffet - Intuitive Explanation matthewjockers.net
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Tutorial math.mit.edu
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Stacked Generalization (Stacking) machine-learning.martinsewell.com
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Ensemble Learning Intro machine-learning.martinsewell.com
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Auto-Generating Clickbait with RNN larseidnes.com
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Top arxiv Deep Learning Papers explained kdnuggets.com
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Where to Learn Deep Learning? kdnuggets.com
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Hacker's guide to Neural Nets karpathy.github.io
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xgboost tuning kaggle kaggle.com
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How to tune RF parameters in practice? kaggle.com
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Word Vectors Kaggle Tutorial Python kaggle.com
, Part 2
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Kaggle Tutorial Bag of Words and Word vectors kaggle.com
, Part 2, Part 3
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xgboost vs gbm kaggle.com
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GBM vs xgboost kaggle.com
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xgboost survey kaggle.com
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Dealing with multicollinearity using VIFs jonlefcheck.net
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J Alammar's Blog jalammar.github.io
Blog posts about Machine Learning and Neural Nets
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Thorough Explanation and different algorithms ise.bgu.ac.il
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Taxonomy is.tuebingen.mpg.de
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Tutorial on Bayesian Optimisation for Machine Learning iro.umontreal.ca
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Introduction to Boosted Trees | Tianqi Chen homes.cs.washington.edu
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A closer look at Skip Gram Modeling homepages.inf.ed.ac.uk
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AdaBoost Sparse Input Support hamzehal.blogspot.com
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An application of RNN hackaday.com
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Bayesian Statistics Made Simple greenteapress.com
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Graph Based Semi Supervised Learning for NLP graph-ssl.wdfiles.com
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Computer Responds to email using LSTM | Google googleresearch.blogspot.in
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LSTM dramatically improves Google Voice Search googleresearch.blogspot.ch
, Another Article
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Contributing Guidelines github.com
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Network Representation Learning Papers github.com
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Benchmark TensorFlow GitHub github.com
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Deep Learning Papers Reading Roadmap github.com
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GitHub Project github.com
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What would Shakespeare say (NLP Tutorial) gigadom.wordpress.com
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Good Article on comparison ftpress.com
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Geometric Intuition of Logistic Regression florianhartl.com
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Torch vs. Theano fastml.com
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Classification text with Bag of Words fastml.com
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fastML fastml.com
Machine learning made easy
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Deep learning to classify business photos at Yelp engineeringblog.yelp.com
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