Build GenAI Apps from Scratch — UCSB PaCE Certificate Program
AI Engineer - Learn how to integrate AI into software applications
Overview
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Explore the second part of an EEG sleep stage classification tutorial using Python, Sklearn, and MNE. Learn how to expand the classifier by incorporating data from 10 additional participants, introducing a new class, and implementing Leave-One-Subject-Out cross-validation. Dive into the code implementation, starting with an introduction and project overview before delving into the technical aspects. Gain insights on power spectral density (PSD) through a recommended blog post. Conclude with a summary of the achieved results and compare them to the previous iteration covered in the linked first part of the series.
Syllabus
- Introduction:
- Project Overview:
- Code:
- Conclusion:
Taught by
Yacine Mahdid