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You are here: Home ▶ Limited-Time Offers ▶ Mastering pandas – Second Edition

Mastering pandas – Second Edition

December 28, 2021

Mastering pandas - Second Edition

pandas is a popular Python library used by data scientists and analysts worldwide to manipulate and analyze their data. Mastering pandas – Second Edition presents useful data manipulation techniques in pandas to perform complex data analysis in various domains.(Limited-time offer)

 

Table of Contents

  • Section 1: Overview of Data Analysis and pandas
  • Introduction to pandas and Data Analysis
  • Installation of pandas and Supporting Software
  • Section 2: Data Structures and I/O in pandas
  • Using NumPy and Data Structures with pandas
  • I/Os of Different Data Formats with pandas
  • Section 3: Mastering Different Data Operations in pandas
  • Indexing and Selecting in pandas
  • Grouping, Merging, and Reshaping Data in pandas
  • Special Data Operations in pandas
  • Time Series and Plotting Using Matplotlib
  • Section 4: Going a Step Beyond with pandas
  • Making Powerful Reports In Jupyter Using pandas
  • A Tour of Statistics with pandas and NumPy
  • A Brief Tour of Bayesian Statistics and Maximum Likelihood Estimates
  • Data Case Studies Using pandas
  • The pandas Library Architecture
  • pandas Compared with Other Tools
  • A Brief Tour of Machine Learning

Download Free PDF / Read Online

Author(s): Ashish Kumar
Publisher: Packt Publishing
Published: October 2019
Format(s): Online
File size: –
Number of pages: 674
Download / View Link(s): This offer has ended.
Free as of 12/28/2021.

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