Data Science and Analytics in Context

Learn the foundations of statistical thinking, the power of machine learning, and enabling technolog

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  • Overview Learn the foundations of statistical thinking, the power of machine learning, and enabling technologies for data science.
  • Type XSeries
  • Provider edX
  • Institution Columbia University
  • Cost $347
  • Effort 7-10 hours a week
  • Duration 3-4 months

Earn a Certificate

  • XSeries via edX and Columbia University
  • $347 for 3-4 months
  • 7-10 hours a week of effort

Overview

XSeries Program Overview

Data science is revolutionizing our world. In the Data Science and Analytics XSeries you will learn how statistics plays a central role, explore the principles of machine learning and importance of algorithms, and discuss enabling technologies including the rapidly growing Internet of Things. 

You should take this XSeries if you are seeking career advancement, want to understand what data science might do for your enterprise, or are just interested in learning how data is transforming society.

What You'll Learn

  • How data science is impacting our world
  • Probability and statistics
  • Data visualization
  • Algorithms
  • Machine learning
  • The Internet of Things
  • Natural language processing
  • Audio and video processing

Syllabus

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