The Pandas Workshop : a Comprehensive Guide to Using Python for Data Analysis with Real-World Case Studies

Learn the fundamentals of data science with Python by analyzing real datasets and solving problems using pandas Key Features Learn how to apply data retrieval, transformation, visualization, and modeling techniques using pandas Become highly efficient in unlocking deeper insights from your data, inc...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Bateman, Blaine
Other Authors: Basak, Saikat, Joseph, Thomas V., So, William
Format: Electronic eBook
Language:Inglés
Published: Birmingham : Packt Publishing, Limited, 2022.
Subjects:
Data mining.
Python (Computer program language)
Database management.
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Table of Contents An Introduction to pandas Working with Data Structures Data I/O pandas Data Types Data Selection – DataFrames Data Selection – Series Data Exploration and Transformation Data Visualization Data Modeling – Preprocessing Data Modeling – Modeling Basics Data Modeling – Regression Modeling Using Time in pandas Exploring Time Series Applying pandas Data Processing for Case Studies.

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