Python Data Analysis: Perform Data Collection, Data Processing, Wrangling, Visualization, and Model Building Using Python

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Data analysis enables one to generate value from small and big data by discovering new patterns and trends. Python is a popular tool for analyzing a wide variety of data. This books instructs how to get up and running with using Python for data analysis by exploring the different phases and methodologies used in data analysis and learning how to use modern libraries from the Python ecosystem to create efficient data pipelines.

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Title Statements

Full title :Python Data Analysis : Perform Data Collection, Data Processing, Wrangling, Visualization, and Model Building Using Python / Avinash Navlani, Armando Fandango, Ivan Idris.

Summary

Edition Statements

Publication Date:2021
Edition:Third edition

Publication Statements

Publisher(s):Packt Publishing, Limited
Place of Publication:Birmingham
Language:eng
Publication Date:2021

Notes

Description based upon print version of record.

The Physical Object

Description:1 online resource (463 pages)

Edition Identifiers

ISBN:9781789953459, 1789953456
oclc:on1235599035
LC Classification:QA76.73.P98
Dewey Decimal:005.133

Foundation for Data Analysis -- Exploratory Data Analysis and Data Cleaning -- Deep Dive into Machine Learning -- NLP, Image Analytics, and Parallel Computing.

Subjects

Apprentissage automatique Computers -- Data Modeling & Design COMPUTERS -- Data Processing Computers -- Data Visualization Data Mining Electronic Data Processing Exploration de données (Informatique) Machine learning Python (Computer program language) Python (Langage de programmation)