a

Data Science Math Skills Course

 An engaging and practical course that offers valuable insights into mathematical thinking, perfect for learners aiming to improve their analytical skills.

access

Lifetime

level

Beginner

certificate

Certificate of completion

language

English

What you will learn in the Data Science Math Skills Course

  • Understand set theory, including Venn diagrams and set operations.

  • Learn properties of the real number line and interval notation.

  • Apply summation and sigma notation in mathematical expressions.

  • Master graphing on the Cartesian plane, including slope and distance formulas.

​​​​​​​​​​

  • Explore functions and their inverses, and understand instantaneous rate of change.

  • Study exponents, logarithms, and the natural logarithm function.

  • Grasp basic probability theory, including Bayes’ theorem.

Program Overview

Welcome to Data Science Math Skills
⏳  22 minutes

  • Overview of the course structure, working process, and information about course certificates, quizzes, video lectures, and other important course details.

Building Blocks for Problem Solving
⏳  3 hours

  • Introduction to set theory, real number line properties, interval notation, and summation notation.

Functions and Graphs
⏳  3 hours

  • Exploration of the Cartesian plane, slope and distance formulas, and graphing functions and their inverses.

Measuring Rates of Change
⏳  3 hours

  • Understanding instantaneous rate of change, tangent lines, exponents, logarithms, and the natural log function.

Introduction to Probability Theory
⏳  3 hours

  • Basic probability theory, including Bayes’ theorem and its applications.

Get certificate

Job Outlook

  • Enhances foundational math skills essential for data science roles.

  • Provides a solid foundation for advanced studies in data analysis and machine learning.

  • Completing this course can bolster qualifications for roles requiring strong mathematical and analytical skills.

9.7Expert Score
Highly Recommended
The "Data Science Math Skills" course offers a comprehensive and structured approach to mastering essential mathematical concepts for data science. It's particularly beneficial for individuals seeking to enhance their analytical skills for academic or professional purposes.
Value
9
Price
9.2
Skills
9.6
Information
9.7
PROS
  • Taught by experienced instructors from Duke University.
  • Includes interactive exercises and quizzes for each lesson.
  • Applicable to both academic and professional pursuits.
CONS
  • Requires commitment to complete all modules for certification.
  • Some learners may seek more extensive coverage of advanced topics.

Specification: Data Science Math Skills Course

access

Lifetime

level

Beginner

certificate

Certificate of completion

language

English

Data Science Math Skills Course
Data Science Math Skills Course
Course | Career Focused Learning Platform
Logo