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 used in real data workflows.
Python: Mastering NumPy Essentials

Gain insight into a topic and learn the fundamentals.
Beginner level
Recommended experience
7 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
Master NumPy fundamentals: create and manipulate arrays, perform vectorized computations, and apply numerical methods in Python.
Learn to work with NumPy arrays, perform fast numerical operations, and apply essential tools for data analysis and scientific computing.
Build strong NumPy skills: array operations, vectorized math, broadcasting, and practical numerical techniques for Python projects.
Skills you'll gain
Details to know

Shareable certificate
Add to your LinkedIn profile
Assessments
7 assignments
Taught in English
Recently updated!
February 2026
See how employees at top companies are mastering in-demand skills

There are 8 modules in this course
What's included
2 videos1 assignment
What's included
9 videos1 assignment10 app items
What's included
3 videos1 assignment3 app items
What's included
6 videos1 assignment6 app items
What's included
6 videos1 assignment6 app items
What's included
2 videos1 assignment2 app items
What's included
3 videos1 assignment3 app items
What's included
1 video1 reading1 app item
Instructor
Offered by
Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."

Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."

Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."

Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Explore more from Data Science

Packt

University of Michigan

Duke University
