This book is meant as a textbook for undergraduate and graduate students who are willing to understand essential elements of machine learning from both a theoretical and a practical perspective. The choice of th
This practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems, from loading data...
他是教科书《使用 Python 进行机器学习:理论与实现》(Springer,2023 年)的作者。他的研究兴趣包括机器学习、统计信号处理和生物医学信息学。(基于 2023 年 6 月 16 日发表的文件)。 本书简介 本书旨在作为愿意从理论和实践角度理解机器学习基本要素的本科生和研究生的教科书。本书主题的选择基于一个标准:对于...
Machine Learning with PythonThis book explains how to use the programming language Python to develop machine learning and deep learning tasks.
it'scrucialtoknowhowamachine"learns"underthehood.Thisbookwillguideyouthroughtheimplementationandnuancesofmanypopularsupervisedmachinelearningalgorithmswhilefacilitatingadeepunderstandingalongtheway.You’llembarkonthisjourneywithaquickoverviewandseehowsupervisedmachinelearningdiffersfromunsupervisedlearning.Next,weexplore...
当当中华商务进口图书旗舰店在线销售正版《海外直订Machine Learning With Python: An In-Depth Guide Beyond the Basics 使用Python的机器学习:超越基础的深入指南》。最新《海外直订Machine Learning With Python: An In-Depth Guide Beyond the Basics 使用Python的机器
Advanced Machine Learning with Python是John Hearty创作的计算机网络类小说,QQ阅读提供Advanced Machine Learning with Python部分章节免费在线阅读,此外还提供Advanced Machine Learning with Python全本在线阅读。
Rescaling is a common preprocessing task in machine learning. Many of the algorithms described later in this book will assume all features are on the same scale, typically 0 to 1 or –1 to 1. There are a number of rescaling techniques, but one of the simplest is calledmin-max scaling. ...
通过交互学习(Learning through Interaction)。 智能体(Agent)通过执行动作(Action)与环境(Environment)交互,并根据状态(State)和奖励(Reward)进行学习。 目标(Goal):最大化长期奖励。 2.数据收集(Collecting Data) (1) 数据要求 准确性(Accuracy):数据必须与真实情况相符。
Machine Learning with PyTorch and Scikit-Learnhas been a long time in the making, and I am excited to finally get to talk about the release of my new book. Initially, this project started as the 4th edition ofPython Machine Learning. However, we made so many changes to the book that we...