Notes from Jalem Raj Rohit AMA on devup.in

devup_ama_notes_jalem_raj_rohit

Competitions:-

    https://www.kaggle.com/
    https://www.hackerearth.com/

Books:-

    Introduction to Algorithms By Thomas H Cormen
    Pattern Recognition and Machine Learning By Christopher M. Bishop
    Freakonomics By Steven D. Levitt and Stephen J. Dubner

Courses:-

    Machine Learning By Andrew Ng, Stanford University
    https://www.coursera.org/learn/machine-learning

    Math Courses, MIT Open Courseware
    http://ocw.mit.edu/courses/find-by-topic/#cat=mathematics

    Convex Optimization, Stanford University
    https://lagunita.stanford.edu/courses/Engineering/CVX101/Winter2014/about
    
    Mining Massive Datasets
    https://www.coursera.org/course/mmds
    
    Caltech ML
    http://work.caltech.edu/telecourse
    
    Introduction to Data Science
    https://www.coursera.org/course/datasci
    
    R Programming
    https://www.coursera.org/learn/r-programming

Links:-

    http://www.analyticsvidhya.com/
    https://fivethirtyeight.com/
    https://www.reddit.com/r/dataisbeautiful
    https://www.quora.com/topic/Data-Science
    http://neuralnetworksanddeeplearning.com/index.html
    https://arxiv.org/

Forums:-
    
    https://www.kaggle.com/forums
    https://datascience.stackexchange.com/
    http://www.kdnuggets.com/phpBB/

Podcasts:-

    https://datascience.stackexchange.com/questions/9000/data-science-podcasts