Emby / Big Data How Data Analytics Is Transforming the World
01 - Data Analytics—What’s the “Big” Idea
02 - Got Data What Are You Wondering About
03 - A Mindset for Mastering the Data Deluge
04 - Looking for Patterns—and Causes
05 - Algorithms—Managing Complexity
06 - The Cycle of Data Management
07 - Getting Graphic and Seeing the Data
08 - Preparing Data Is Training for Success
09 - How New Statistics Transform Sports
10 - Political Polls—How Weighted Averaging Wins
11 - When Life Is (Almost) Linear—Regression
12 - Training Computers to Think like Humans
13 - Anomalies and Breaking Trends
14 - Simulation—Beyond Data, Beyond Equations
15 - Overfitting—Too Good to Be Truly Useful
16 - Bracketology—The Math of March Madness
17 - Quantifying Quality on the World Wide Web
18 - Watching Words—Sentiment and Text Analysis
19 - Data Compression and Recommendation Systems
20 - Decision Trees—Jump-Start an Analysis
21 - Clustering—The Many Ways to Create Groups
22 - Degrees of Separation and Social Networks
23 - Challenges of Privacy and Security
24 - Getting Analytical about the Future