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Tutorials

449 items from ujjwalkarn/machine-learning-tutorials ★18,265

  1. Tree Based Models in R statmethods.net

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  2. Example of Bootstapping statistics.about.com

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  3. Brief Tour of Trees and Forests statistical-research.com

  4. Probability Cheat Sheet static1.squarespace.com

    , Source

  5. NLP from Scratch | Google Paper static.googleusercontent.com

  6. Good Animation stat.auckland.ac.nz

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  7. How string clustering works stackoverflow.com

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  8. SVMs > ANNs stackoverflow.com

    , ANNs > SVMs, Another Comparison

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  9. Implementing hold-out Validaion in R stackoverflow.com

    , 2

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  10. k-fold CV in R stackoverflow.com

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  11. Some Questions for R implementation stackoverflow.com

    , 2, 3

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  12. Pruning a Tree in R stackoverflow.com

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  13. Partioning data set in R stackoverflow.com

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  14. Statistics for Hackers | Slides | @jakevdp speakerdeck.com

    Slides by Jake VanderPlas

  15. GBM in R slideshare.net

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  16. Simply Statistics simplystatistics.org

    A blog by three biostatistics professors

  17. word2vec Tutorial rare-technologies.com

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  18. Making sense of word2vec rare-technologies.com

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  19. r4stats r4stats.com

    analyze the world of data science, and to help people learn to use R

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