25 Best NumPy Courses Online
We compared 25 Numpy courses currently listed on Coursera, Udemy and edX, priced from $9.99 to $199.99. 5 come from a named university or institution, including University of Michigan, University of Colorado Boulder and Birla Institute of Technology & Science, Pilani. They are ordered by our CourseAsk score, which is built from how thoroughly each course describes what it teaches, whether it comes from a named institution, and how it compares on price — not from star ratings, which our course data does not include.
- Courses compared
- 25
- Price range
- $9.99 – $199.99
- Providers
- Coursera, Udemy, edX
- Last updated
- 18 Sep 2026
How these 25 courses were chosen
Every course below is a real, currently listed course from Coursera, Udemy, edX, matched to "numpy" by our catalog and ordered by our CourseAsk score. Courses whose own title names the topic rank above those only tagged with it.
The grade on each entry scores how much the provider publishes about the course before you pay — the length and detail of the description, whether it lists learning outcomes and objectives — and whether a named university or institution stands behind it. A is fully documented and institution-backed; E is little more than a title and a price. Courses with almost nothing published are left ungraded rather than marked down, because an unknown course and a poor one are not the same thing.
There are no star ratings on this page — the course feeds we license do not include them, and we would rather leave a column out than fill it with a number we cannot stand behind. What we do have is price: these range from $9.99 to $199.99, as listed by the provider when we last updated the page.
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1
Statistics with Python Using NumPy, Pandas, and SciPy
Offered by University of Michigan
“Statistics with Python Using NumPy, Pandas, and SciPy” explores how to apply statistical and mathematical techniques to data science problems. Throughout the first half of the course, you’ll work on reviewing vector dot...
$49.00listed price -
2
NumPy, Matplotlib & Pandas – Data Science Prerequisites
Offered by Packt
Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as yo...
$49.00listed price -
3
BiteSize Python: NumPy and Pandas
Offered by University of Colorado Boulder
This course delves into advanced data structures in Python, focusing on the powerful capabilities of the NumPy and Pandas libraries. It introduces the ndarray, a multidimensional array object provided by NumPy, enabling...
$49.00listed price -
4
Python: Mastering NumPy Essentials
Offered by JetBrains
Unlock the real power of Python with NumPy - the essential library behind data science, AI, and scientific computing. In this hands-on course, you’ll quickly go from basic array operations to writing fast, efficient code...
$49.00listed price -
5
NumPy & Pandas: Analyze & Transform Data
Offered by EDUCBA
Build practical data analysis skills with NumPy and Pandas, two essential Python packages for numerical computing and data wrangling. Designed for beginners strengthening their foundations and professionals seeking great...
$49.00listed price -
6
NumPy & Pandas: Analyze & Manage Retail Data
Offered by EDUCBA
Build practical numerical computing and retail data analysis skills with NumPy and Pandas. Designed for aspiring data analysts, business intelligence professionals, and Python enthusiasts, this hands-on course guides you...
$49.00listed price -
7
Intro to NumPy
Offered by Packt
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the co...
$49.00listed price -
8
Data Processing and Exploration with NumPy & Pandas
Offered by Packt
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the co...
$49.00listed price -
9
NumPy Mastery for Machine Learning & AI-Beginner to Pro 2025
Master NumPy step by step with coding exercises, real-world projects, and quizzes — build the foundation for ML, AI & Deep Learning.Course DescriptionNumPy is the foundation of nearly every Machine Learning, Deep Lea...
$19.99listed price -
10
Python Numpy: Machine Learning & Data Science Course
Hello there,Welcome to Python Numpy: Machine Learning & Data Science CoursePython numpy, Numpy python, python numpy: machine learning & data science, python numpy, machine learning data science course, machine le...
$199.99listed price -
11
Master Python in 14 Days: Numpy, Pandas, Seaborn, RegEx, OOP
Python is a high level dynamic programming language founded in 1991. The inspiration for the name ‘Python’ was from the comedy television show Monty Python’s Flying Circus. Today, Python is a very popular programming lan...
$24.99listed price -
12
Preprocessing Data with NumPy
The problemMost data analyst, data science, and coding courses miss a crucial practical step. They don’t teach you how to work with raw data, how to clean and preprocess it. This creates a sizeable gap between the skills...
$199.99listed price -
13
Python Data Analysis: NumPy & Pandas Masterclass
This is a hands-on, project-based course designed to help you master two of the most popular Python packages for data analysis and business intelligence: NumPy and Pandas.We'll start with a NumPy primer to introduce arra...
$129.99listed price -
14
Principal Component Analysis with NumPy
Offered by Coursera
Welcome to this 2 hour long project-based course on Principal Component Analysis with NumPy and Python. In this project, you will do all the machine learning without using any of the popular machine learning libraries su...
$9.99listed price -
15
NumPy, SciPy, Matplotlib & Pandas A-Z: Machine Learning
Are you eager to dive into the core libraries that form the backbone of data manipulation, scientific computing, visualization, and machine learning in Python? Welcome to "NumPy, SciPy, Matplotlib & Pandas A-Z: Machine L...
$39.99listed price -
16
Data Analysis with NumPy and Pandas
Offered by EDUCBA
This Specialization equips learners with essential skills in Python-based data analysis using NumPy and Pandas. Starting with foundational numerical operations, learners progress to advanced data manipulation, cleaning,...
$49.00listed price -
17
Python Data Science: NumPy
Offered by Logical Operations
In this course, you'll continue developing your data science skills in Python by working with one of the most fundamental data science libraries—NumPy. You'll create NumPy arrays, load and save NumPy data, and analyze da...
$49.00listed price -
18
NumPy Masterclass: Python on Data Science & Machine Learning
Do you want to master NumPy and unlock your potential in data science? This course is your comprehensive, hands-on introduction to the foundational library of modern Python computing!NumPy is the absolute core building b...
$199.99listed price -
19
Logistic Regression with NumPy and Python
Offered by Coursera
Welcome to this project-based course on Logistic with NumPy and Python. In this project, you will do all the machine learning without using any of the popular machine learning libraries such as scikit-learn and statsmode...
$9.99listed price -
20
Deep Dive into Numpy and Pandas
Offered by CodeSignal
Deepen your Python data analysis skills with NumPy and Pandas, from array operations to advanced DataFrame transformations. Learn to clean, reshape, merge, and analyze datasets using practical workflows.
$110.00listed price -
21
Fundamental Tools of Data Wrangling
Offered by University of Colorado Boulder
Data wrangling is a crucial step in the data analysis process, as it involves the transformation and preparation of raw data into a suitable format for analysis. The "Fundamental Tools for Data Wrangling" course is desig...
$49.00listed price -
22
Introduction to Data Analytics
Offered by Birla Institute of Technology & Science, Pilani
Welcome to Introduction to Data Analytics! This course will guide you through the essential techniques for working with data, equipping you with skills used by data experts across industries. You’ll explore how to clean...
$49.00listed price -
23
Mathematics for Machine Learning
Offered by Imperial College London
For a lot of higher level courses in Machine Learning and Data Science, you find you need to freshen up on the basics in mathematics - stuff you may have studied before in school or university, but which was taught in an...
$49.00listed price -
24
Mathematical Foundations for Data Science and Analytics
Offered by University of Pittsburgh
Elevate your data science skills with our "Mathematical Foundations for Data Science and Analytics" specialization. This comprehensive program includes three courses: Linear Algebra and Regression for Data Science, Stati...
$49.00listed price -
25
Expressway to Data Science: Python Programming
Offered by University of Colorado Boulder
How many times have you decided to learn a programming language but got stuck somewhere along the way, grew frustrated, and gave up? This specialization is designed for learners who have little or no programming experien...
$49.00listed price
Best NumPy Courses Online compared
Prices shown are the provider's listed price when we last updated this page. Confirm on their site before enrolling.
What the prices here tell you
The 25 priced courses on this page run from $9.99 to $199.99, with the middle of the range around $49.00 — a spread of $190.00. That is a wide gap for one subject. A higher price on this page usually reflects who is behind the course rather than how much material it contains, so it is worth opening two or three at different price points and comparing their syllabus before deciding.
Who is behind these courses
These courses come from Coursera, Udemy and edX. The platforms differ in how they sell: some charge once per course, others expect a subscription, and the listed price is not always what you pay at checkout after a promotion. 5 of these are produced by a named university or institution, including University of Michigan, University of Colorado Boulder and Birla Institute of Technology & Science, Pilani — which usually means a fixed syllabus and a recognised certificate, rather than an individual instructor’s own course.
Before you enrol
Open the provider’s own page and check three things this comparison cannot tell you: when the course was last updated, what the syllabus actually covers in its later sections, and what recent learners say. Prices shown here are the provider’s listed price when we last rebuilt this page on 18 September 2026 — they change often, and a promotion can move them substantially. We earn a commission if you enrol through our links, which costs you nothing and never affects the order courses appear in.