The Machine Learning Simplified
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The Machine Learning Simplified

A Gentle Introduction to Supervised Learning

About the Book

The underlying goal of "Machine Learning Simplified" is to develop strong intuition for ML inside you. We would use simple intuitive examples to explain complex concepts, algorithms or methods, as well as democratize all mathematics behind machine learning.

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

About the Author

Andrew Wolf
Andrew Wolf

Hi there. My name is Andrew. I am an MLOps Engineer by day and an enthusiastic STEM tutor by night.

While teaching ML to my students, it always occured to me that the materials I managed to find on the introduction to ML were either rife with academic trilogies, filled with theorems and designed for experienced researchers, or were sprinkled with fishy fairy tales about artificial intelligence, data-science magic, and jobs of the future. I tried to fix this problem by writing the "Machine Learning Simplified" book that makes machine learning both simple to understand and fun to read about!

Learn more about me on

or follow me on TwitterInstagram or Github.

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