Python for Data Analysis: Data Wrangling with Pandas, Numpy, and Ipython By Wes McKinney PDF - Zeldatech

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Saturday, 27 July 2019

Python for Data Analysis: Data Wrangling with Pandas, Numpy, and Ipython By Wes McKinney PDF

Download Book : Python for Data Analysis: Data Wrangling with Pandas, Numpy, and Ipython By Wes McKinney PDF


Informations about the book:


TitlePython for Data Analysis: Data Wrangling with Pandas, Numpy, and Ipython

AuthorWes McKinney

Size: 9 MB

Format: PDF

Year: 2017

Pages: 541

Language: English

Country: USA,CA

Book Contents:


1 Preliminaries
2 Python Language Basics, IPython, and Jupyter Notebooks
3 Built-in Data Structures, Functions, and Files
4 NumPy Basics: Arrays and Vectorized Computation
5 Getting Started with pandas
6 Data Loading, Storage, and File Formats
7 Data Cleaning and Preparation
8 Data Wrangling: Join, Combine, and Reshape
9 Plotting and Visualization
10 Data Aggregation and Group Operations
11 Time Series
12 Advanced pandas
13 Introduction to Modeling Libraries in Python
14 Data Analysis Examples
A Advanced NumPy
B More on the IPython System



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