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Classroom Contents
Using Your Powers for Good - Data Science in the Social Sector
Automatically move to the next video in the Classroom when playback concludes
- 1 Introduction
- 2 Overview
- 3 Potential
- 4 Disaster Relief
- 5 Data Literacy Gap
- 6 Data Capacity Gap
- 7 Data Science Job Growth
- 8 State of the World
- 9 Its Driven Data
- 10 Netflix
- 11 Education Resource Strategies
- 12 Example Data
- 13 Data Science Competition
- 14 Logistic Regression
- 15 Bag of Words
- 16 Punctuation
- 17 Split
- 18 Bygrams and Trigrams
- 19 Hashing Trick
- 20 Interaction Terms
- 21 Polynomial Features
- 22 Different Kinds of Data
- 23 Building Ensembles
- 24 What can I do
- 25 Competition
- 26 Other Competitions
- 27 Other Ways to Get Involved
- 28 Find a Nonprofit
- 29 Demos
- 30 Demo
- 31 Data
- 32 Natural Language
- 33 Regression
- 34 Visual Inspection
- 35 Driven Dataorg
