I have written and published my first textbook! "Introduction to Deep Learning" (244 pages, self-published via Amazon createspace) is an introduction to Neural Networks and the most important Deep Learning model - the Convolutional Neural Networks.

It is available at Amazon in two versions. The normal version has colored pages, which makes it easier to read, since example code shown in the book uses syntax highlighting and some graphics were generated with colors. Due to the high printing costs for colored books, I decided also to offer a "black/white" version (drawbacks: graphics sometimes harder to interpretate, no syntax highlighting).

Here are the links to the versions at Amazon:

Colored version
Black/White version

For each topic covered in the book there is also an exercise. At the end of the book you will find therefore 13 exercises. All solutions (Python and TensorFlow code) are available at github:

Solutions to all exercises