Machine Learning with Python: The Ultimate Guide for Absolute Beginners with Steps to Implement Artificial Neural Networks with Real ExamplesКНИГИ » ПРОГРАММИНГ
Название: Machine Learning with Python: The Ultimate Guide for Absolute Beginners with Steps to Implement Artificial Neural Networks with Real Examples (Useful Python Tools eg. Anaconda, Jupiter Notebook) Автор: Daniel Geron Издательство: Amazon.com Services LLC Год: 2019 Формат: PDF Страниц: 133 Размер: 2.3 Mb Язык: English
Through this book, you will learn: • Principles of machine learning • Types of machine learning: supervised, unsupervised, semi-supervised, and reinforcement learning • Advantages of each type of machine learning • Principle and types of neural networks • Steps to develop and fit artificial neural network model • Getting started and installing Python • Tools and platforms for Python programming • How to use pandas, NumPy and matplotlib Python libraries • How to develop a simple linear and logistic machine learning model • How to build and train a multi-layer artificial neural network two ways: from scratch and using the Python libraries