Home/Deals/Teaching & Academics

PCA & multivariate signal processing, applied to neural data

Learn and apply cutting-edge data analysis techniques for "big neurodata" (theory and MATLAB/Python code)
4.8 ★★★★★6,405 studentsCreated by Mike X CohenLast updated Dec 13, 2025🌐 English

What you'll learn

✓Understand advanced linear algebra methods
✓Apply advanced linear algebra methods in MATLAB and Python
✓Analyzing multivariate time series datasets
✓Learn about modern neuroscience data analysis
✓Includes a 3+ hour "crash course" on linear algebra
✓Simulate multivariate data for testing analysis methods
✓Appreciate the challenges neuroscientists are struggling with!

Requirements

•Some linear algebra background (3+ hour crash course is provided)
•Some neuroscience background (or interest in learning!)
•Some MATLAB/Python programming experience (only to complete exercises)
•Interest in learning applied linear algebra

Description

Frequently Asked Questions

Student Feedback

4.8
★★★★★
Course Rating
75%
15%
5%
5%
5%
S
Sarah J.
★★★★★2 weeks ago

This course was absolutely amazing! The instructor explained everything clearly and the projects were very helpful.

M
Michael T.
★★★★1 month ago

Great content, highly recommended for beginners. Just wish there were more practice exercises.

D
David K.
★★★★★2 months ago

Best course on this topic I've taken so far. Worth every penny (even better since I got it for free!).

More Courses You Might Like

PCA & multivariate signal processing, applied to neural data
$9.99$99.9990% Off
3 days left at this price!
🎫 Coupon
202512
REDEEM COUPON
30-Day Money-Back Guarantee
This course includes:
  • 📺 17h 30m on-demand video
  • 📱 Access on mobile and TV
  • ♾️ Full lifetime access
  • 🏆 Certificate of completion