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Instructor · Barton Poulson

Course

Data Science Foundations: Fundamentals

beginner5 hours11 modulesSelf-paced

About this course

By Barton Poulson · 5 hours

Get an accessible, nontechnical overview of data science, covering the vocabulary, skills, jobs, tools, and techniques of the field.

What you'll learn

  • 00. Introduction
  • 01. What Is Data Science
  • 02. The Place of Data Science in the Data Universe
  • 03. Ethics Privacy and Regulation
  • 04. Sources of Data and Insights

Modules

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  • 01

    00. Introduction

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  • 02

    01. What Is Data Science

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  • 03

    02. The Place of Data Science in the Data Universe

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  • 04

    03. Ethics Privacy and Regulation

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  • 05

    04. Sources of Data and Insights

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  • 06

    05. Tools and Techniques for Data Science

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  • 07

    06. Math Foundations for Data Science

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  • 08

    07. Learning Paradigms

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  • 09

    08. Algorithms That Create

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  • 10

    09. Acting on Data Science

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  • 11

    10. Conclusion

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