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Math

Math

Mathematics is a subject that is foundational to many technical topics. Whether you’re diving into advanced Data Science content or building foundations for Computer Science, math will provide you with the theories, concepts, and applications necessary to succeed.

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New to Math? Start here

Fundamental Math for Data Science

Build the mathematical skills you need to work in data science.

Includes 8 Courses

With Certificate

Beginner Friendly

Do I have to be good at math to code?

2 November 2022

Fundamental Math for Data Science

Build the mathematical skills you need to work in data science.

Includes 8 Courses

With Certificate

Beginner Friendly

Do I have to be good at math to code?

2 November 2022

Math courses

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Math courses

20 results

Skill path
Fundamental Math for Data Science
Build the mathematical skills you need to work in data science.
Includes 8 Courses
With Certificate
Beginner Friendly
12 hours
Skill path
Master Statistics with Python
Learn the statistics behind data science, from summary statistics to regression models.
Includes 9 Courses
With Certificate
Intermediate
26 hours
Free course
Discrete Math
Explore set operations, proofs, recursion, and more in this introduction to discrete math — the math of computer science!
Intermediate
5 hours
Free course
Linear Algebra
Learn about linear algebra and how to perform operations with matrices and vectors.
Beginner Friendly
1 hour
Free course
Linear Regression in Python
Learn how to fit, interpret, and compare linear regression models in Python.
Intermediate
6 hours
Free course
Probability
Learn the fundamentals of probability and how to quantify and visualize uncertainty.
Beginner Friendly
4 hours
Free course
Discrete Math: Binary and Bases
Learn about binary, octal, decimal, and hexadecimal bases and how to conduct conversions to and from each one.
Beginner Friendly
1 hour
Free course
Differential Calculus
Learn about calculus, including how to analyze functions using limits and derivatives.
Beginner Friendly
1 hour
Free course
Simple Linear Regression
Learn how to fit and interpret linear regression with a single predictor variable
Beginner Friendly
2 hours
Free course
Discrete Math: Proofs
Learn how to verify theorems and dive into induction, strong induction, and other types of proofs.
Beginner Friendly
1 hour
Free course
Learn the Basics of Causal Inference with R
Learn how to use causal inference to figure out how different variables influence your results.
Intermediate
5 hours
Free course
Discrete Math: Sets and Set Operations
Learn about sets and set operations and their relevance to computer science.
Beginner Friendly
1 hour
Course
Hypothesis Testing with Python
Learn how to plan, implement, and interpret different kinds of hypothesis tests in Python.
With Certificate
Intermediate
6 hours
Free course
Discrete Math: Counting Theory
Learn about counting theory and its relevance to computer science, and dive into the pigeonhole principle.
Beginner Friendly
< 1 hour
Free course
How to Choose a Linear Regression Model
Learn about the differences between different regression models and how to decide which one to use.
Intermediate
1 hour
Free course
Discrete Math: Permutations and Combinations
Learn about permutations and combinations and their relevance to computer science.
Beginner Friendly
1 hour
Free course
Discrete Math: Sequences and Summations
Learn about sequences and summations and their relevance in computer science.
Beginner Friendly
1 hour
Free course
Multiple Linear Regression
Learn how to build and interpret linear regression models with more than one predictor variable.
Beginner Friendly
3 hours
Free course
Discrete Math: Congruences
Learn about congruences, the procedures for solving them, and their relevance to cryptography.
Beginner Friendly
1 hour
Free course
Discrete Math: Recurrence Relations
Learn about recurrence relations and dive deeper into recursion and dynamic programming.
Beginner Friendly
1 hour

More resources

GlossaryDiscrete Math Glossaryopens in a new window ArticleCounting Theory: Pigeon Hole Principleopens in a new window ArticleCongruences: The Chinese Remainder Theoremopens in a new window ProjectLinear Algebra Image Transformationopens in a new window

BlogDo I have to be good at math to code?opens in a new window

ArticleProbability, Set Theory, and the Law of Large Numbersopens in a new window

ArticleWhat is Linear Algebra?opens in a new window

ArticleThe Central Limit Theoremopens in a new window

ArticleLimit Definition of the Derivative Explorationopens in a new window ArticleIntroduction to Hypothesis Testing opens in a new window

ProjectSampling Distributions Dance Party!opens in a new window

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