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    David Ziganto

    David Ziganto

    Senior Data Scientist

    • Chicago
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    • GitHub

    All Things Machine Learning

    Articles

    How to Become a Data Scientist - Brandon Rohrer
    How to Use t-SNE Effectively - Martin Wattenberg
    The Limitations of Deep Learning - Francois Chollet
    The Future of Deep Learning - Francois Chollet

    Blogs

    FastML
    KDnuggets

    Books

    Artificial Intelligence - A Modern Approach
    Pattern Recognition and Machine Learning
    Intro to Statistical Learning
    Elements of Statistical Learning

    Research Papers

    A Few Useful Things To Know About Machine Learning
    Progressive Cross-Validation
    Deep Forest, Towards an Alternative to Deep Neural Networks
    GloVe: Global Vectors for Word Representation
    Random Cut Forest for Anomaly Detection
    Impossibility Theorem for Clustering
    Spark Cluster Computing

    Videos

    15 Hours of ML
    Andrew Ng’s ML Series
    How Deep Neural Networks Work
    How Convolutional Neural Networks Work
    Mathematical Monk’s ML

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