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Data science resources

Get up to speed with learning data science and machine learning with these resources, curated by Ayush Mittal

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NAME DESCRIPTION URL
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Learn R Get it into the most useful structure, transform it, visualise it and model it r4ds.had.co.nz
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Machine Learning Machine Learning Notebooks sebastianraschka.com
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Machine Learning Machine Learning FAQ sebastianraschka.com
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Machine Learning Python for Machine Learning sebastianraschka.com
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General Data Science Python Programming datacamp.com
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Statistics & Machine Learning The Elements of Statistical Learning: Data Mining, Inference, and Prediction. statweb.stanford.edu
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Deep Learning Deep Learning deeplearningbook.org
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Statistics Foundations of Data Analysis - Part 1: Statistics Using R edx.org
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Statistics Foundations of Data Analysis - Part 2: Inferential Statistics edx.org
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Data Analysis & Statistics The Analytics Edge edx.org
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Learn Python Intro to python for data science datacamp.com
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SQL Database SQL lagunita.stanford.edu
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Forecasting Forecasting: principles and practice otexts.org
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Bayesian Data Analysis Doing Bayesian Data Analysis users.csbsju.edu
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Machine Learning An Introduction to Statistical Learning www-bcf.usc.edu First Printing.pdf
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Neural Networks Neural Networks info.usherbrooke.ca
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R, Data Science, Machine Learning Data Science and Machine Learning Bootcamp with R udemy.com
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Natural Language Processing Text Mining: Bag of Words datacamp.com
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Machine Learning Human-first Machine Learning Platform mljar.com
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CURATOR
Ayush Mittal

Team Spreadshare ⛱ Coding without code.  Founder  @meetPostmastR Hubspot-Google-Hootsuite-certified! Curator @Startupfndtn

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