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。
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...
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. ...
NumPy is the foundation of the Python machine learning stack. NumPy allows for efficient operations on the data structures often used in machine learning: vectors, matrices, and tensors. While NumPy is not the focus of this book, it will show up frequently throughout the following chapters. Th...
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machine learning can be used, and look at various building blocks. Throughout the book, you’ll use a wide variety of machine learning algorithms to solve real-world problems and use Python to implement these algorithms. You’ll discover how to deal with various types of data and explore ...
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 ...
Python Machine Learning Cookbook 2025 pdf epub mobi 电子书 著者简介 Prateek Joshi is an Artificial Intelligence researcher and a published author. He has over eight years of experience in this field with a primary focus on content-based analysis and deep learning. He has written two books on Co...