Initialization, Optimization, and Regularization

By
NeurotechEU
Difficulty level
Advanced
Speaker
Moritz Wolter
Type
Lectures
Video
Duration
42:07
Topic
General neuroinformatics
Machine learning

Initialization, Optimization, and Regularization  -  Day 12 lecture of the  Foundations of Machine Learning in Python course.

High-Performance Computing and Analytics Lab, University of Bonn

Topics covered in this lesson
  • Initialization
  • Network optimization
  • Overfitting
  • Regularization
  • Code snippets
Documents
Day 12 Initialization, Optimization, and Regularization (668.72 KB)
Day 12 Exercise_brain_decode.zip (108.84 KB)
Day 12 Exercise_brain_decode_solution.zip (133.07 KB)
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