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Data. Science. Hustle

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A collection of Insights into the effective practice of data science.
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  • Data. Science. Hustle.Michael Conover

    Senior Data Scientist, LinkedIn

    @vagabondjack

    Thursday, August 22, 2013

  • Thursday, August 22, 2013

  • Thursday, August 22, 2013

  • Thursday, August 22, 2013

  • Data

    Thursday, August 22, 2013

  • Youre only as good as your knowledge of the data.

    @vagabondjackData. Science. Hustle.

    Investigate Hack Assume Nothing

    Thursday, August 22, 2013

  • If you cant regenerate your work,it never really existed.

    @vagabondjackData. Science. Hustle.

    T+18 Months Bit Rot Fail Happens

    Thursday, August 22, 2013

  • All Shapes, Sizes

    @vagabondjackData. Science. Hustle.

    Unstructured UnpredictablePoorly Documented

    Thursday, August 22, 2013

  • Write bullet proof code.

    @vagabondjackData. Science. Hustle.

    Its Going to Break Youre on the Hook

    Thursday, August 22, 2013

  • Standardize Early, Often

    @vagabondjackData. Science. Hustle.

    Integers are Powerful Take a GuessDont MakeMe Think

    Thursday, August 22, 2013

  • Big Column Space

    @vagabondjackData. Science. Hustle.

    Internet of Everything

    CombinatorialExplosion

    Impact & Ease

    Thursday, August 22, 2013

  • Science

    Thursday, August 22, 2013

  • Its not as hard as you think.

    @vagabondjackData. Science. Hustle.

    Netflix Challenge Simple Elegance Low Hanging Fruit

    Thursday, August 22, 2013

  • Measure Creatively

    @vagabondjackData. Science. Hustle.

    Instrumentation Similarity Normalization

    Thursday, August 22, 2013

  • Think in Memory

    @vagabondjackData. Science. Hustle.

    Downsample Explore Visualize

    Thursday, August 22, 2013

  • Fail Fast Machine Learning

    @vagabondjackData. Science. Hustle.

    MinimumViable

    AlgorithmEffort vs. Progress

    Hidden Structure

    Thursday, August 22, 2013

  • Understand Your Model

    @vagabondjackData. Science. Hustle.

    Analyzability Robustness Credibility

    Thursday, August 22, 2013

  • Its harder than you think.

    @vagabondjackData. Science. Hustle.

    All SingingAll Dancing

    Carnival of the Bizarre Last Mile

    Thursday, August 22, 2013

  • Hustle

    Thursday, August 22, 2013

  • Move, Faster.

    @vagabondjackData. Science. Hustle.

    Somebody AlreadyHad Your Idea

    Hofstadters LawCompound

    Interest

    Thursday, August 22, 2013

  • Come Correct

    @vagabondjackData. Science. Hustle.

    Lock it Down Know the Angles They Will Ask

    Thursday, August 22, 2013

  • Make it Magic

    @vagabondjackData. Science. Hustle.

    Refine Simplify Persist

    Thursday, August 22, 2013

  • Evangelism counts.

    @vagabondjackData. Science. Hustle.

    Clear Vision Strong Partners Real Talk

    Thursday, August 22, 2013

  • Data. Science. Hustle.Michael Conover

    Senior Data Scientist, LinkedIn

    @vagabondjack

    Thursday, August 22, 2013

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