Course
Learn Statistics with NumPy
Learn about NumPy, a Python library used to store arrays of numbers, organize large amounts of data, and perform statistical calculations.
This course includes
This course includes
Skill level
IntermediateTime to complete
Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary4 hoursProjects
3Prerequisites
1 courseWe suggest you complete the following courses before you get started with Learn Statistics with NumPy:- Learn Python 3
About this course
NumPy is a popular Python library that will help you calculate large quantities and common descriptive statistics without writing these functions from scratch. These courses also teach the fundamentals of statistical distributions that can be used to describe datasets.
Syllabus
3 lessons • 3 projects • 3 quizzesCertificate of completion available with Plus or Pro
Earn a certificate of completion and showcase your accomplishment on your resume or LinkedIn.
Projects in this course
- practice Project
Betty's Bakery
Help Betty figure out how much she needs to buy using NumPy arrays describing her recipes. - practice Project
Election Results
See how survey responses compare to actual election results using binomial distributions. - practice Project
CrunchieMunchies
Use NumPy to solve statistical questions about a cereal dataset.
Earn a certificate of completion
Show your network you've done the work by earning a certificate of completion for each course or path you finish.- Show proofReceive a certificate that demonstrates you've completed a course or path.
- Build a collectionThe more courses and paths you complete, the more certificates you collect.
- Share with your networkEasily add certificates of completion to your LinkedIn profile to share your accomplishments.
Learn Statistics with NumPy course ratings and reviews
104 ratings
- 5 stars
- 4 stars
- 3 stars
- 2 stars
- 1 star
- The progress I have made since starting to use codecademy is immense! I can study for short periods or long periods at my own convenience - mostly late in the evenings.ChrisCodecademy Learner @ USA
- I felt like I learned months in a week. I love how Codecademy uses learning by practice and gives great challenges to help the learner to understand a new concept and subject.RodrigoCodecademy Learner @ UK
- Brilliant learning experience. Very interactive. Literally a game changer if you're learning on your own.John-AndrewCodecademy Learner @ USA
Our learners work at
Join over 50 million learners and start Learn Statistics with NumPy today!
Looking for something else?
Related resources
- Article
NumPy Matrix Multiplication: A Beginner's Guide
Learn how to perform matrix multiplication in NumPy using dot(), matmul(), and multiply() functions. A beginner-friendly guide with examples. - Article
Sorting and Unary Operations in NumPy
Explore sorting and unary operations in NumPy arrays with examples for single and multi-dimensional data. - Article
Introduction to Pandas and NumPy
pandas and NumPy are very useful libraries in Python. Let's learn how to use them!
Related courses and paths
- Skill path
Analyze Data with Python
Learn to analyze and visualize data using Python and statistics.Includes 8 CoursesWith CertificateIntermediate13 hours - Skill path
Analyze Financial Data with Python
Level up in financial analytics by learning Python to process, analyze, and visualize financial data.Includes 6 CoursesWith CertificateBeginner Friendly25 hours - Skill path
Fundamental Math for Data Science
Build the mathematical skills you need to work in data science.Includes 8 CoursesWith CertificateBeginner Friendly12 hours
Browse more topics
- Python3,582,892 learners enrolled
- Data science4,437,193 learners enrolled
- Code foundations7,349,714 learners enrolled
- Computer science5,805,433 learners enrolled
- Web development4,920,884 learners enrolled
- For business3,313,223 learners enrolled
- JavaScript2,843,233 learners enrolled
- Data analytics2,421,100 learners enrolled
- IT2,371,783 learners enrolled
Unlock additional features with a paid plan
Practice Projects
Guided projects that help you solidify the skills and concepts you're learning.Assessments
Auto-graded quizzes and immediate feedback help you reinforce your skills as you learn.Certificate of Completion
Earn a document to prove you've completed a course or path that you can share with your network.