"The Essence of Machine Learning: Learning Python, Math, and Algorithms Through Implementation" Koichi Kato Price: ¥2800 Please refrain from purchasing if you are sensitive to items stored at home. This book is not intended to explain specific data analysis methods. For practical purposes, you should use existing frameworks such as scikit-learn and Chainer, but this book aims to implement several well-known machine learning algorithms from scratch. By doing so, you can understand the mechanisms of machine learning, which tend to be a black box, and develop further application skills and problem-solving abilities. In addition, Python, the de facto standard, is used for the processing system, and the mathematical knowledge necessary for machine learning is also explained in an easy-to-understand manner. This book is ideal for students who are starting machine learning and engineers who are thrown into projects and are struggling to understand data analysis work. ■ Table of Contents: Chapter 01 Before Learning Chapter 02 Basics of Python Chapter 03 Mathematics Required for Machine Learning Chapter 04 Numerical Calculation and Data Visualization with Python Chapter 05 Machine Learning Algorithms #KoichiKato #Koichi_Kato #book #Electrical/Mechanical/ElectronicCommunication #python #machinelearning #ai"