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Created/Published/Taught by:
Dr. Steve Elston
Dr. Cynthia Rudin

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Data Science Essentials

Free? Partially: Some Free Content, Some Paid

Cost Range:
$0.00 - $99.00

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from edX:

“Demand for data science talent is exploding. Develop your career as a data scientist, as you explore essential skills and principles with experts from Duke University and Microsoft.

In this data science course, you will learn key concepts in data acquisition, preparation, exploration, and visualization taught alongside practical application oriented examples such as how to build a cloud data science solution using Microsoft Azure Machine Learning platform, or with R, and Python on Azure stack.

What you’ll learn

  • Explore the data science process
  • Probability and statistics in data science
  • Data exploration and visualization
  • Data ingestion, cleansing, and transformation
  • Introduction to machine learning”

Recommended Prerequisites: "Familiarity with basic mathematics; introductory level knowledge of either R or Python."

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