Understanding Deep Learning
by Simon J.D. Prince
To be published by MIT Press.

Draft
GitHub

A Practical Guide to Dimensionality Reduction Techniques

Multimodal Deep Learning
Free Ebook

If you start reading Fastbook
To dowload image from bing search engine, it force you to have an api key, here is a solution to use DuckDuckGo search engine, without api key:

Deep Learning with PyTorch Step-by-Step

Notebooks

use “Open in Colab” extention in your browser to execute online.

Python Decorator
here are some examples I used for training.

@scientific_programming

A unique masterpiece book which combines information theory and machine learning:

"Information Theory, Inference, and Learning Algorithms" by Sir MacKay
🆓 PDF
with 16 video lectures 🎥:
YouTube

Internally it uses a U-Net based foreground/background semantic segmentation and yields the post processed results. 👍🏻

So, if you try it, library would download the trained model first. (takes a bit of time)
Credit: Akshay