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Practical Web Scraping for Data Science : Best Practices and Examples with Python

By: Bart Baesens (Author) , Seppe vanden Broucke (Author)

Extended Catalogue

Ksh 14,800.00

Format: Paperback or Softback

ISBN-10: 1484235819

ISBN-13: 9781484235812

Publisher: APress

Imprint: APress

Country of Manufacture: US

Country of Publication: GB

Publication Date: Apr 19th, 2018

Publication Status: Active

Product extent: 306 Pages

Weight: 642.00 grams

Dimensions (height x width x thickness): 18.00 x 26.60 x 2.50 cms

Product Classification / Subject(s): Programming & scripting languages: general
Databases

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  • Description

  • Reviews

This book provides a complete and modern guide to web scraping, using Python as the programming language, without glossing over important details or best practices. Written with a data science audience in mind, the book explores both scraping and the larger context of web technologies in which it operates, to ensure full understanding. The authors recommend web scraping as a powerful tool for any data scientist’s arsenal, as many data science projects start by obtaining an appropriate data set. Starting with a brief overview on scraping and real-life use cases, the authors explore the core concepts of HTTP, HTML, and CSS to provide a solid foundation. Along with a quick Python primer, they cover Selenium for JavaScript-heavy sites, and web crawling in detail. The book finishes with a recap of best practices and a collection of examples that bring together everything you've learned and illustrate various data science use cases. What You'll LearnLeverage well-established best practices and commonly-used Python packagesHandle today's web, including JavaScript, cookies, and common web scraping mitigation techniquesUnderstand the managerial and legal concerns regarding web scrapingWho This Book is ForA data science oriented audience that is probably already familiar with Python or another programming language or analytical toolkit (R, SAS, SPSS, etc). Students or instructors in university courses may also benefit. Readers unfamiliar with Python will appreciate a quick Python primer in chapter 1 to catch up with the basics and provide pointers to other guides as well.

This book provides a complete and modern guide to web scraping, using Python as the programming language, without glossing over important details or best practices. Written with a data science audience in mind, the book explores both scraping and the larger context of web technologies in which it operates, to ensure full understanding. The authors recommend web scraping as a powerful tool for any data scientist''s arsenal, as many data science projects start by obtaining an appropriate data set.

Starting with a brief overview on scraping and real-life use cases, the authors explore the core concepts of HTTP, HTML, and CSS to provide a solid foundation. Along with a quick Python primer, they cover Selenium for JavaScript-heavy sites, and web crawling in detail. The book finishes with a recap of best practices and a collection of examples that bring together everything you''ve learned and illustrate various data science use cases.

What You''ll Learn

  • Leverage well-established best practices and commonly-used Python packages
  • Handle today''s web, including JavaScript, cookies, and common web scraping mitigation techniques
  • Understand the managerial and legal concerns regarding web scraping
Who This Book is For

A data science oriented audience that is probably already familiar with Python or another programming language or analytical toolkit (R, SAS, SPSS, etc). Students or instructors in university courses may also benefit. Readers unfamiliar with Python will appreciate a quick Python primer in chapter 1 to catch up with the basics and provide pointers to other guides as well.

Get Practical Web Scraping for Data Science by at the best price and quality guranteed only at Werezi Africa largest book ecommerce store. The book was published by APress and it has pages. Enjoy Shopping Best Offers & Deals on books Online from Werezi - Receive at your doorstep - Fast Delivery - Secure mode of Payment

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