Machine Learning for Biomedical Applications: With Scikit-Learn and PyTorch

ISBN-13: 9780128229040 / Angielski / Miękka / 2023

UK) Robinso King’s College London Emma C. (Senior Lecturer

Spis treści

1. Programming in Python
2. Machine Learning Basics
3. Regression
4. Classification
5. Dimensionality reduction
6. Clustering
7. Ensemble methods
8. Feature extraction and selection
9. Introduction to Deep Learning
10. Neural Networks
11. Convolutional Neural Networks