Computer Science
7,637 items in 38 lists
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Probabilistic Trees Research Paper people.stern.nyu.edu
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Linear Regression Comprehensive Resource people.duke.edu
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Assumptions of Linear Regression pareonline.net
, Stack Exchange
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Optimization Algorithms in Support Vector Machines pages.cs.wisc.edu
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Optimization Algorithms in Machine Learning pages.cs.wisc.edu
, Video Lecture
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Tutorial on Semi Supervised Learning pages.cs.wisc.edu
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The Power of Simple Ensembles overkillanalytics.net
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Simple Implementation of Genetic Algorithms in Python (Part 1) outlace.com
, Part 2
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Simple RNN outlace.com
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RL Tutorial Part 1 outlace.com
, Part 2
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Theano Tutorial outlace.com
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A Quantitative Journey | outlace outlace.com
learning quantitative applications
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OpenIntro Statistics openintro.org
Free PDF textbook
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Online Statistics Book onlinestatbook.com
An Interactive Multimedia Course for Studying Statistics
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What are QQ Plots? onlinestatbook.com
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Using RNN to create on-the-fly dialogue (Keras) neuralniche.com
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Predicting CTR with Online ML mlwave.com
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Kaggle Ensembling Guide mlwave.com
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ML Wave mlwave.com
A blog for Learning Machine Learning
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Research Papers 1 mlg.eng.cam.ac.uk
, 2, 3
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Intro to Torch ml.informatik.uni-freiburg.de
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Good Article mindtools.com
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tf-idf explained michaelerasm.us
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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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