Tutorials
449 items from ujjwalkarn/machine-learning-tutorials ★18,265
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Pruning Decision Trees en.wikipedia.org
, Grafting of Decision Trees
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Platt Calibration Wiki en.wikipedia.org
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Wikipedia Article on MARS en.wikipedia.org
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Dummy Variable Trap | Multicollinearity en.wikipedia.org
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Markov Chain Wikipedia Page en.wikipedia.org
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List of Machine Learning Concepts en.wikipedia.org
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LDA Wikipedia en.wikipedia.org
, LSA Wikipedia, Probabilistic LSA Wikipedia
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Gradiet Boosting Wiki en.wikipedia.org
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Goodness of Fit Explained en.wikipedia.org
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Genetic Programming en.wikipedia.org
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Genetic Algorithms Wikipedia Page en.wikipedia.org
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Wikipedia Article on Ensemble Learning en.wikipedia.org
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Elastic Net en.wikipedia.org
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Cross Validation en.wikipedia.org
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Wikipedia Artice on CHAID en.wikipedia.org
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Bootstrapping en.wikipedia.org
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Machine Translation using RNN (Paper) emnlp2014.org
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Practical XGBoost in Python online course (free) education.parrotprediction.teachable.com
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CART Explained documents.software.dell.com
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Another Intro doc.ic.ac.uk
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How to Rank 10% in Your First Kaggle Competition dnc1994.com
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Understanding Natural Language with Deep Neural Networks Using Torch devblogs.nvidia.com
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Introduction to Neural Machine Translation with GPUs (part 1) devblogs.nvidia.com
, Part 2, Part 3
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Deep Speech: Accurate Speech Recognition with GPU-Accelerated Deep Learning devblogs.nvidia.com
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Core Concepts of Deep Learning devblogs.nvidia.com
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Deep Learning for Computer Vision with Caffe and cuDNN devblogs.nvidia.com
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word2vec, DBN, RNTN for Sentiment Analysis deeplearning4j.org
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word2vec explained on deeplearning4j deeplearning4j.org
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Beginner's Guide about RBMs deeplearning4j.org
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Recursive Neural Tensor Network (RNTN) deeplearning4j.org
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Intro to RNN deeplearning4j.org
, LSTM
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Beginner’s Guide to LSTM deeplearning4j.org
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Lots of Deep Learning Resources deeplearning4j.org
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Deep Belief Networks Tutorial deeplearning4j.org
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Deep Autoencoders Tutorial deeplearning4j.org
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Intro to CNNs deeplearning4j.org
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dl4j vs. torch7 vs. theano deeplearning4j.org
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RNNs using Theano deeplearning.net
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RBM using Theano deeplearning.net
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MLP using Theano deeplearning.net
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LSTM for Sentiment Analysis in Theano deeplearning.net
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Logistic Regression using Theano for classifying digits deeplearning.net
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CNN using Theano deeplearning.net
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Deep Learning Tutorials on deeplearning.net deeplearning.net
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Denoising Autoencoders deeplearning.net
, Theano Code
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Stacked Denoising Autoencoders deeplearning.net
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DBNs using Theano deeplearning.net
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Deep Learning Software List deeplearning.net
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Good Theano Tutorial deeplearning.net
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