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.Related resources
Related resources
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All courses in Math
Free + Paid courses
All levels
20 courses
- Skill path
Fundamental Math for Data Science
Learn about the mathematics you need to dive into the world of data science!Includes 8 CoursesWith CertificateBeginner Friendly16 Lessons - Skill path
Master Statistics with Python
Learn how to summarize data using numerical statistics and data visualizations, then plan and implement hypothesis tests in Python.Includes 9 CoursesWith CertificateIntermediate31 Lessons - Free course
Discrete Math
Learn about discrete math, the math of computer science!Intermediate8 Lessons - Free course
Probability
Learn the fundamentals of probability and how to quantify and visualize uncertainty.Beginner Friendly4 Lessons - Free course
Linear Regression in Python
Learn how to fit, interpret, and compare linear regression models in Python.Intermediate4 Lessons - Free course
Linear Algebra
Learn about linear algebra and how to perform operations with matrices and vectors.Beginner Friendly2 Lessons - Free course
Differential Calculus
Learn about calculus, including how to analyze functions using limits and derivatives.Beginner Friendly1 Lesson - Free course
Simple Linear Regression
Learn how to fit and interpret linear regression with a single predictor variableBeginner Friendly1 Lesson - Free course
Discrete Math: Recurrence Relations
Learn about recurrence relations and dive deeper into recursion and dynamic programming.Beginner Friendly1 Lesson - Free course
Discrete Math: Sets and Set Operations
Learn about sets and set operations and their relevance to computer science.Beginner Friendly1 Lesson - Free course
Discrete Math: Proofs
Learn about induction, strong induction, and other types of proofs.Beginner Friendly1 Lesson - Free course
Learn the Basics of Causal Inference with R
Find out when correlation really is causation!Intermediate5 Lessons - Free course
Discrete Math: Counting Theory
Learn about counting theory and its relevance to computer science, and dive into the pigeonhole principle.Beginner Friendly1 Lesson - Free course
How to Choose a Linear Regression Model
Learn how to decide which regression model to use.Intermediate1 Lesson - Free course
Multiple Linear Regression
Learn how to build and interpret linear regression models with more than one predictor variable.Beginner Friendly2 Lessons - Free course
Discrete Math: Sequences and Summations
Learn about sequences and summations and their relevance in computer science.Beginner Friendly1 Lesson - Free course
Discrete Math: Permutations and Combinations
Learn about permutations and combinations and their relevance to computer science.Beginner Friendly1 Lesson - Course
Hypothesis Testing with Python
Learn to plan, implement, and interpret a hypothesis test in Python.With CertificateIntermediate6 Lessons - Free course
Discrete Math: Binary and Bases
Learn about binary, octal, decimal, and hexadecimal bases.Beginner Friendly1 Lesson - Free course
Discrete Math: Congruences
Learn about congruences and their relevance to cryptography.Beginner Friendly1 Lesson
