圖書標籤: 機器學習 Python MachineLearning 計算機 python 數據分析 ML 數據挖掘
发表于2024-12-23
Python Machine Learning pdf epub mobi txt 電子書 下載 2024
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.
讀的英文電子版,圖文並茂,代碼詳實,原理清晰,覆蓋麵適度,側重算法實現和應用,作為入門級學習教材還是非常不錯的,能初步瞭解原理,馬上上手實踐,為後續需要深入研究的讀者培養瞭學習的興趣,不至於被枯燥的算法嚇退。
評分讀的英文電子版,圖文並茂,代碼詳實,原理清晰,覆蓋麵適度,側重算法實現和應用,作為入門級學習教材還是非常不錯的,能初步瞭解原理,馬上上手實踐,為後續需要深入研究的讀者培養瞭學習的興趣,不至於被枯燥的算法嚇退。
評分不錯的ML快速入門+上手的書 有涉及NLP和Flask
評分很不錯的cookbook
評分實用性上還是不錯的
充其量不过是几个常用python ML包(scikit NumPy SciPy matplotlib pandas)的 cookbook 罢了。 基本上每节的流程就是先告诉你一个ML概念大概是怎么回事,真的很大概,不过好处是至少会告诉你为什么要这么做。然后用一段示例代码告诉你这个东西在Python ML包里要调用哪几个接口...
評分中文翻译(非官方) https://www.gitbook.com/book/ljalphabeta/python-/details ==========================================================================================================================================================
評分充其量不过是几个常用python ML包(scikit NumPy SciPy matplotlib pandas)的 cookbook 罢了。 基本上每节的流程就是先告诉你一个ML概念大概是怎么回事,真的很大概,不过好处是至少会告诉你为什么要这么做。然后用一段示例代码告诉你这个东西在Python ML包里要调用哪几个接口...
評分充其量不过是几个常用python ML包(scikit NumPy SciPy matplotlib pandas)的 cookbook 罢了。 基本上每节的流程就是先告诉你一个ML概念大概是怎么回事,真的很大概,不过好处是至少会告诉你为什么要这么做。然后用一段示例代码告诉你这个东西在Python ML包里要调用哪几个接口...
評分充其量不过是几个常用python ML包(scikit NumPy SciPy matplotlib pandas)的 cookbook 罢了。 基本上每节的流程就是先告诉你一个ML概念大概是怎么回事,真的很大概,不过好处是至少会告诉你为什么要这么做。然后用一段示例代码告诉你这个东西在Python ML包里要调用哪几个接口...
Python Machine Learning pdf epub mobi txt 電子書 下載 2024