skill PathFundamental Math for Data Science

Learn the mathematical framework necessary to pursue advanced technical data science work. In this Skill Path, you will learn the fundamental probability, statistics, linear algebra, and calculus skills.

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5 weeks

Includes

Probability, Descriptive Statistics, Linear Regression, Matrix Algebra, Calculus, Hypothesis Testing, and more...

Experience

Beginners welcome

For those who want to

  • Improve your ability to think through and solve more complex problems.
  • Build the mathematical foundation necessary to pursue technical work.
  • Better prepare for more advanced data science material.

Earn

Certificate of Completion

What will you be able to do?

Here are just a few things you’ll be able to do with this skill.

What will you be able to do?

Here are just a few things you’ll be able to do with this skill.

QUANTIFY UNCERTAINTY

Learn the rules of probability to help you quantify uncertainty in a dataset.

APPLY MATH TO PROBLEMS

Represent data science problems with matrix algebra.

OPTIMIZE MODELS

Optimize data science problems using differential calculus.

You really feel like there's nothing you can't learn, which in turn builds so much confidence in your skills and gives the momentum to keep learning.

Joey
Codecademy Learner

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