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...
UserOrderProductPaymentBankplacescontainsmakesprocesses 在整个过程中,我们看到如何从配置、集成到实战应用,系统地运用Python进行机器学习,同时优化性能和扩展生态。这无疑是对我在“Machine Learning with Python Cookbook中文版”中所学知识的良好巩固。
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. ...
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Chapter 1. Vectors, Matrices, and Arrays 1.0 Introduction NumPy is the foundation of the Python machine learning stack. NumPy allows for efficient operations on the data structures often used in … - Selection from Machine Learning with Python Cookbook
Machine Learningwith Python Cookbook: Practical Solutions from Preprocessing to DeepLearning Authors: Chris Albon ISBN-10: 1491989386 ISBN-13: 9781491989388 Edition 版本: 1 Released: 2018-04-01 Print Length 页数: 366 pages Book Description ...
This book is for Python programmers who are looking to use machine-learning algorithms to create real-world applications. This book is friendly to Python beginners, but familiarity with Python programming would certainly be useful to play around with the code. What you will learn Explore classificat...
Machine Learning for Time-Series with Python starts by re-introducing the basics of time series and then builds your understanding of traditional autoregressive models as well as modern non-parametric models. By observing practical examples and the theory behind them, you will become confident with ...
De**十年 上传9.24MB 文件格式 pdf python 机器学习 machinelearning scikit-learn tensorflow Kyle Gallatin, Chris Albon - Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning – Sept. 5 2023点赞(0) 踩踩(0) 反馈 所需:1 积分 电信网络下载 ...
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