Tutorials
449 items from ujjwalkarn/machine-learning-tutorials ★18,265
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Introduction to RBMs blog.echen.me
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Edwin Chen's Blog blog.echen.me
A blog about Math, stats, ML, crowdsourcing, data science
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Language learning with NLP and reinforcement learning blog.dennybritz.com
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Deep Learning for Visual Q&A | LSTM | CNN avisingh599.github.io
, Code
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CV for detecting and preventing Overfitting autonlab.org
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Regression and Classification with NNs (Slides) autonlab.org
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Torch Internals Overview apaszke.github.io
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LSTM explained apaszke.github.io
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Statistically Significant andland.github.io
Andrew Landgraf's Data Science Blog
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Ensembling models with R amunategui.github.io
, Ensembling Regression Models in R, Intro to Ensembles in R
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Topic Modeling of Twitter Followers alexperrier.github.io
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Skip Gram Model Tutorial alexminnaar.com
, CBoW Model
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Facebook Recruiting III Explained alexminnaar.com
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Online LDA alexminnaar.com
, Online LDA with Spark
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LDA in Scala alexminnaar.com
, Part 2
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Deep Learning Basics alexminnaar.com
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Alex Minnaar's Blog alexminnaar.com
A blog about Machine Learning and Software Engineering
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Segmentation of Twitter Timelines via Topic Modeling alexisperrier.com
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A tutorial on SVMs alex.smola.org
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How Decision Trees work? aihorizon.com
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Preventing Overfitting the Cross Validation Data | Andrew Ng ai.stanford.edu
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MIT Machine Learning Lecture Slides ai.mit.edu
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Genetic Algorithms Explained in Plain English ai-junkie.com
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ANN implemented in C++ | AI Junkie ai-junkie.com
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AI Junkie ai-junkie.com
a blog about Artificial Intellingence
