Trent Hauck is a data scientist living and working in the Seattle area. He grew up in Wichita, Kansas and received his undergraduate and graduate degrees from the University of Kansas. He is the author of the book Instant Data Intensive Apps with pandas How-to, Packt Publishing—a book that can get you up to speed quickly with pandas and other associated technologies.
About This Book
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Learn how to handle a variety of tasks with Scikit-Learn with interesting recipes that show you how the library really works
Use Scikit-Learn to simplify the programming side data so you can focus on thinking
Discover how to apply algorithms in a variety of situations
Who This Book Is For
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If you're a data scientist already familiar with Python but not Scikit-Learn, or are familiar with other programming languages like R and want to take the plunge with the gold standard of Python machine learning libraries, then this is the book for you.
In Detail
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Python is quickly becoming the go-to language for analysts and data scientists due to its simplicity and flexibility, and within the Python data space, scikit-learn is the unequivocal choice for machine learning. Its consistent API and plethora of features help solve any machine learning problem it comes across.
The book starts by walking through different methods to prepare your data—be it a dataset with missing values or text columns that require the categories to be turned into indicator variables. After the data is ready, you'll learn different techniques aligned with different objectives—be it a dataset with known outcomes such as sales by state, or more complicated problems such as clustering similar customers. Finally, you'll learn how to polish your algorithm to ensure that it's both accurate and resilient to new datasets.
發表於2024-11-28
Scikit-Learn Cookbook 2024 pdf epub mobi 電子書 下載
中文翻譯(非官方) [https://gitee.com/wizardforcel/sklearn-cb] ==========================================================================================================================================================
評分中文翻譯(非官方) [https://gitee.com/wizardforcel/sklearn-cb] ==========================================================================================================================================================
評分中文翻譯(非官方) [https://gitee.com/wizardforcel/sklearn-cb] ==========================================================================================================================================================
評分中文翻譯(非官方) [https://gitee.com/wizardforcel/sklearn-cb] ==========================================================================================================================================================
評分中文翻譯(非官方) [https://gitee.com/wizardforcel/sklearn-cb] ==========================================================================================================================================================
圖書標籤: 機器學習 Python scikit-learn 數據挖掘 python AI 計算機 科學計算
唯一的收獲就是瞭解瞭pipeline。其他的閱讀體驗一般,還不如看官方文檔。
評分以流水綫的方式講解,對做第一個完整項目很有幫助。
評分工具書,用的時候查一下,沒讀完。。。其實也用不到。。我還是專心研究怎麼把SQL寫的高效一點吧~~~
評分工具書,用的時候查一下,沒讀完。。。其實也用不到。。我還是專心研究怎麼把SQL寫的高效一點吧~~~
評分對各種算法的優劣用法講得簡潔明晰
Scikit-Learn Cookbook 2024 pdf epub mobi 電子書 下載