圖書標籤: Python 數據分析 數據科學 機器學習 數據挖掘 統計學 pandas 計算機
发表于2024-12-23
Python Data Science Handbook pdf epub mobi txt 電子書 下載 2024
For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all-IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools. Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python. With this handbook, you'll learn how to use: IPython and Jupyter: provide computational environments for data scientists using Python NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python Pandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in Python Matplotlib: includes capabilities for a flexible range of data visualizations in Python Scikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms
Jake VanderPlas,Python科學棧深度用戶和開發者,尤其擅長Python科學計算和數據可視化,是altair等可視化程序庫的創建人,並為Scikit-Learn、IPython等Python程序庫做瞭大量貢獻。現任美國華盛頓大學eScience學院物理科學研究院院長。
講瞭Numpy,Pandas,sklearn幾個包,叫Handbook有些大膽,但是讓入門還是可以的
評分github 地址包含瞭書和代碼集: https://github.com/jakevdp/PythonDataScienceHandbook
評分比 Google 和看文檔快點
評分比 Google 和看文檔快點
評分比 Python for data analysis 那本好啊
原书提供的勘误网址:[http://bit.ly/python-data-sci-handbook] 可以打开的含勘误的网址:[http://shop.oreilly.com/product/0636920034919.do] 网络版网址:[https://jakevdp.github.io/PythonDataScienceHandbook/index.html] 说明:p.N(No.M)表示页码为N,也是文档中的第M...
評分原书提供的勘误网址:[http://bit.ly/python-data-sci-handbook] 可以打开的含勘误的网址:[http://shop.oreilly.com/product/0636920034919.do] 网络版网址:[https://jakevdp.github.io/PythonDataScienceHandbook/index.html] 说明:p.N(No.M)表示页码为N,也是文档中的第M...
評分原书提供的勘误网址:[http://bit.ly/python-data-sci-handbook] 可以打开的含勘误的网址:[http://shop.oreilly.com/product/0636920034919.do] 网络版网址:[https://jakevdp.github.io/PythonDataScienceHandbook/index.html] 说明:p.N(No.M)表示页码为N,也是文档中的第M...
評分本书应该算利用 Python 进行数据分析的入门书,章节安排如下: 1. IPython 2. Numpy 3. Pandas 4. Matplotlib 5. Machine learning 本书在编排上主要考虑了系统性和完整性,从数据分析的角度来看,一般只要掌握 pandas 就可以了,不需要再深入了解底层的 Numpy。此外,最好用 I...
評分本书应该算利用 Python 进行数据分析的入门书,章节安排如下: 1. IPython 2. Numpy 3. Pandas 4. Matplotlib 5. Machine learning 本书在编排上主要考虑了系统性和完整性,从数据分析的角度来看,一般只要掌握 pandas 就可以了,不需要再深入了解底层的 Numpy。此外,最好用 I...
Python Data Science Handbook pdf epub mobi txt 電子書 下載 2024