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Big Data: How Data Analytics Is Transforming the World

Offered By: The Great Courses Plus

Tags

Data Analytics Courses Big Data Courses Sentiment Analysis Courses Regression Analysis Courses Algorithms Courses Data Management Courses Decision Trees Courses

Course Description

Overview

Investigate the information revolution-which is changing everything from marketing to medical care-and learn how to put big data to use in your business and personal life.

Syllabus

  • By This Professor
  • 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

Taught by

Tim Chartier

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