Building the howto100m Video Corpus

1

Data Skeptic book giveaway contest winner selection

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2

OpenHouse - Front end and API overview

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3

OpenHouse Crawling with AWS Lambda

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[MINI] Logistic Regression on Audio Data

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Data Provenance and Reproducibility with Pachyderm

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[MINI] Primer on Deep Learning

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7

Big Data Tools and Trends

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8

[MINI] Automated Feature Engineering

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9

The Data Refuge Project

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10

[MINI] The Perceptron

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11

Reinventing Sponsored Search Auctions

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[MINI] Feed Forward Neural Networks

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13

Data Science at Patreon

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[MINI] Backpropagation

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[MINI] GPU CPU

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Goodhart's Law

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Exploring Data Skeptic downloads with Periscope Data

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18

OpenHouse

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19

Opinion Polls for Presidential Elections

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[MINI] Generative Adversarial Networks

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[MINI] AdaBoost

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[MINI] The Bootstrap

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[MINI] Dropout

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[MINI] Gini Coefficients

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[MINI] Survival Analysis

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[MINI] Random Forest

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[MINI] Heteroskedasticity

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28

NYC Bike Share Rebalancing

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[MINI] ANOVA

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30

Urban Congestion

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31

[MINI] The CAP Theorem

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32

Unstructured Data for Finance

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33

Detecting Terrorists with Facial Recognition?

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34

Predictive Models on Random Data

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35

[MINI] Entropy

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36

[MINI] F1 Score

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Causal Impact

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38

2016 Holiday Special

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39

Machine Learning on Images with Noisy Human-centric Labels

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40

The Library Problem

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41

Stealing Models from the Cloud

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42

Data Science at eHarmony

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43

Multiple Comparisons and Conversion Optimization

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44

Election Predictions

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[MINI] Calculating Feature Importance

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46

[MINI] Receiver Operating Characteristic (ROC) Curve

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47

MS Connect Conference

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48

[MINI] Paxos

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49

Music21

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50

The Police Data and the Data Driven Justice Initiatives

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51

Studying Competition and Gender Through Chess

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52

[MINI] Goodhart's Law

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53

Trusting Machine Learning Models with LIME

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54

[MINI] Leakage

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55

Predictive Policing

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56

Mutli-Agent Diverse Generative Adversarial Networks

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57

[MINI] Convolutional Neural Networks

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Unsupervised Depth Perception

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[MINI] Max-pooling

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MS Build 2017

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