Fundamental Math for Data Science
Build the mathematical skills you need to work in data science. Includes **Probability**, **Descriptive Statistics**, **Linear Regression**, **Matrix Algebra**, **Calculus**, **Hypothesis Testing**, and more.
Fundamental Math for Data Science is a beginner-level online course from Codecademy in Data Science. It is structured in 8 modules with 3 stated learning outcomes, over 12h. It costs $23.99, certificate included.
Part of our Data Science courses collection, where we compare it against 24 other courses.
Course highlights
| Provider | Codecademy |
| Duration | 12h |
| Level | Beginner |
| Mode | Self-paced |
| Language | English |
| Certificate | Yes — shareable certificate |
| Price | $23.99 |
What you’ll learn
Level and time commitment
What this course covers
8 modulesThe 8-part outline Codecademy publishes for this course, across 12h.
Module 1 · Welcome to Fundamental Math for Data Science
Module 2 · Descriptive Statistics
Module 3 · Probability
Module 4 · Inferential Statistics
Module 5 · Linear Algebra
Module 6 · Differential Calculus
Module 7 · Final Problem Set
Module 8 · Next Steps
Compiled by the 10courses editorial desk. Fees, ratings, duration and certificate details for the 1 course shown are read directly from Codecademy course pages — we never estimate a price or a rating. Last verified 25 August 2026.
How we compare and rank courses · Our review policy · Affiliate disclosure
Compare with alternatives
Same topic, different trade-offs — here's who runs each one and what it's best at.
| Course | Provider | Rating | Price | Duration | Why pick this one |
|---|---|---|---|---|---|
| Fundamental Math for Data Science This | Codecademy | 0.0★ | $23.99 | 12h | Cheapest paid option ($23.99) |
| Google Data Analytics Professional Certificate |
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4.8★ | ₹3,999 | 6 months | Highest rated (4.8★ from 181.6K reviews) |
| Deep Learning Specialization |
Coursera
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4.8★ | ₹4,299 | 3 months | For learners past the basics · 3 months |
| Python for Data Science | Learn Python Online | Udacity | Udacity | 4.8★ | Check price | 3 months | Beginner-friendly · 3 months |
Where Data Science leads
Roles we map to Data Science on 10courses. This is our own mapping of subject to job, not a placement claim by Codecademy.
Browse every course we track for one of these — courses for data scientists.
Common questions
How much does Fundamental Math for Data Science cost?
It is listed at $23.99 on Codecademy, last checked 25 August 2026. Course prices change and providers run discounts, so treat this as the list price and confirm on the provider page.
Does Fundamental Math for Data Science come with a certificate?
Yes — Codecademy lists a certificate on completion. It is a course certificate, not a formal qualification or university credit.
How long does Fundamental Math for Data Science take?
Codecademy lists it at 12h. It is self-paced, so that is the volume of material rather than a deadline — how long it actually takes depends on the hours you put in each week.
Is Fundamental Math for Data Science suitable for beginners?
Yes. Codecademy lists it at Beginner level, so no prior experience in the subject is assumed.
What does Fundamental Math for Data Science cover?
It is organised into 8 modules, starting with Welcome to Fundamental Math for Data Science and going on to Descriptive Statistics, Probability, Inferential Statistics, Linear Algebra, among others. The full outline is on this page.