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Classroom Contents
Intro to Big Data, Data Science & Predictive Analytics
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- 1 Intro
- 2 Data Science
- 3 Search Engines
- 4 Insurance Companies
- 5 Telcos
- 6 Orange
- 7 Its okay to be wrong
- 8 Why do telcos use data science
- 9 Predicting customer churn
- 10 Things that flag a telecom provider
- 11 Predictive model
- 12 Explicit feedback
- 13 Building a predictive model
- 14 Drop calls
- 15 Online education
- 16 Online retailers
- 17 Social networks
- 18 Healthcare
- 19 Online Shopping
- 20 Predictive Models
- 21 Online Entertainment
- 22 Credit Fraud
- 23 Social Security Number
- 24 Big Data Pipeline
- 25 Example Amazon
- 26 Collecting Data
- 27 Automated Traffic
- 28 Tools for Logging
- 29 RealTime Analytics
- 30 Data Mining
- 31 Managing Traffic
- 32 Kayak
- 33 Descriptive Analytics
- 34 Classification
