data. science. hustle

Data. Science. Hustle.Michael Conover

Senior Data Scientist, LinkedIn

@vagabondjack

Thursday, August 22, 2013

Data


You’re only as good as your knowledge of the data.

@vagabondjackData. Science. Hustle.

Investigate Hack Assume Nothing


If you can’t regenerate your work,it never really existed.


T+18 Months Bit Rot Fail Happens


All Shapes, Sizes


Unstructured UnpredictablePoorly Documented


Write bullet proof code.


It’s Going to Break You’re on the Hook


Standardize Early, Often


Integers are Powerful Take a GuessDon’t MakeMe Think


Big Column Space


Internet of Everything

CombinatorialExplosion

Impact & Ease


Science


It’s not as hard as you think.


Netflix Challenge Simple Elegance Low Hanging Fruit


Measure Creatively


Instrumentation Similarity Normalization


Think in Memory


Downsample Explore Visualize


Fail Fast Machine Learning


MinimumViable

AlgorithmEffort vs. Progress

Hidden Structure


Understand Your Model


Analyzability Robustness Credibility


It’s harder than you think.


All SingingAll Dancing

Carnival of the Bizarre Last Mile


Hustle


Move, Faster.


Somebody AlreadyHad Your Idea

Hofstadter’s LawCompound

Interest


Come Correct


Lock it Down Know the Angles They Will Ask


Make it Magic


Refine Simplify Persist


Evangelism counts.


Clear Vision Strong Partners Real Talk


Data. Science. Hustle.Michael Conover

Senior Data Scientist, LinkedIn

@vagabondjack


Technology