Python Machine Learning 2025 pdf epub mobi 電子書下載

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About This Book

Leverage Python' s most powerful open-source libraries for deep learning, data wrangling, and data visualization

Learn effective strategies and best practices to improve and optimize machine learning systems and algorithms

Ask – and answer – tough questions of your data with robust statistical models, built for a range of datasets

Who This Book Is For

If you want to find out how to use Python to start answering critical questions of your data, pick up Python Machine Learning – whether you want to get started from scratch or want to extend your data science knowledge, this is an essential and unmissable resource.

What You Will Learn

Explore how to use different machine learning models to ask different questions of your data

Learn how to build neural networks using Keras and Theano

Find out how to write clean and elegant Python code that will optimize the strength of your algorithms

Discover how to embed your machine learning model in a web application for increased accessibility

Predict continuous target outcomes using regression analysis

Uncover hidden patterns and structures in data with clustering

Organize data using effective pre-processing techniques

Get to grips with sentiment analysis to delve deeper into textual and social media data

Style and approach

Python Machine Learning connects the fundamental theoretical principles behind machine learning to their practical application in a way that focuses you on asking and answering the right questions. It walks you through the key elements of Python and its powerful machine learning libraries, while demonstrating how to get to grips with a range of statistical models.

Python Machine Learning 2025 pdf epub mobi 電子書下載

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發表於2025-03-24

Python Machine Learning 2025 pdf epub mobi 電子書下載

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但是是有前提的： 1. 基礎的綫性代數知識需要大傢溫故知新一下； 2. 對於python中的numpy和pandas的一些基本操作需要熟悉； 3. 抽象能力，最好能把代數方程在大腦裏映射齣一個幾何圖形（最多三維）；隻要有瞭以上的前提，讀這本書還是挺靠譜的。

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中文翻譯（非官方） https://www.gitbook.com/book/ljalphabeta/python-/details ==========================================================================================================================================================

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出版者:Packt Publishing - ebooks Account

作者:Sebastian Raschka

出品人:

頁數:454

譯者:

出版時間:2015-9

價格:USD 44.99

裝幀:Paperback

isbn號碼:9781783555130

叢書系列: