The Machine Learning Simplified: A Gentle Introduction to Supervised Learning

Book Description

The underlying goal of “Machine Learning Simplified” is to develop strong intuition into inner workings of ML. We use simple intuitive examples to explain complex concepts, algorithms or methods, as well as democratize all mathematics “behind the scenes”.

After reading this book, you will understand everything that comes into the scope of supervised ML. You will be able to not only understand nitty-gritty details of mathematics, but also explain to anyone how things work on a high level.

中文：

书名：简化的机器学习: 监督学习的温和介绍

“简化机器学习” 的基本目标是将强大的直觉发展到ML的内部工作中。我们用简单直观的例子来解释复杂的概念、算法或方法，以及使所有数学 “幕后” 民主化。

阅读本书后，您将了解监督ML范围内的所有内容。你不仅能够理解数学的细节，还能向任何人解释事情是如何在一个高水平上工作的。