Machine Learning Brick by Brick | Software Diagnostics Institute

Machine Learning Brick by Brick

In the past, we used LEGO® bricks to represent some simple data structures and software logs, so all that transformed into a series of manageable short books (epochs) to facilitate earlier adoption and feedback. Machine learning is now an integral part of pattern-oriented software diagnostics, and we aim to provide real hands-on training from general concepts and architecture to low-level details and mathematics.

Epoch 1 (ISBN-13: 978-1912636501) is currently available on Leanpub and Amazon Kindle Store. It covers the simplest linear associative network, proposes a brick notation for algebraic expressions, shows required calculus derivations, and illustrates gradient descent.