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Hands-On Web Scraping with Python: Extract quality data from the web using effective Python techniques
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MNT 225004
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Unlock the full potential of web scraping with Python and gain valuable insights from high-quality data.
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Бүтээгдэхүүний дэлгэрэнгүй мэдээлэл
- Work through practical examples to unlock the full potential of web scraping with Python and gain valuable insights from high-quality dataKey FeaturesBuild an initial portfolio of web scraping projects with detailed explanationsGrasp Python programming fundamentals related to web scraping and data extractionAcquire skills to code web scrapers, store data in desired formats, and employ the data professionallyPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionWeb scraping is a powerful tool for extracting data from the web, but it can be daunting for those without a technical background. Designed for novices, this book will help you grasp the fundamentals of web scraping and Python programming, even if you have no prior experience.Adopting a practical, hands-on approach, this updated edition of Hands-On Web Scraping with Python uses real-world examples and exercises to explain key concepts. Starting with an introduction to web scraping fundamentals and Python programming, you’ll cover a range of scraping techniques, including requests, lxml, pyquery, Scrapy, and Beautiful Soup. You’ll also get to grips with advanced topics such as secure web handling, web APIs, Selenium for web scraping, PDF extraction, regex, data analysis, EDA reports, visualization, and machine learning.This book emphasizes the importance of learning by doing. Each chapter integrates examples that demonstrate practical techniques and related skills. By the end of this book, you’ll be equipped with the skills to extract data from websites, a solid understanding of web scraping and Python programming, and the confidence to use these skills in your projects for analysis, visualization, and information discovery.What you will learnMaster web scraping techniques to extract data from real-world websitesImplement popular web scraping libraries such as requests, lxml, Scrapy, and pyqueryDevelop advanced skills in web scraping, APIs, PDF extraction, regex, and machine learningAnalyze and visualize data with Pandas and PlotlyDevelop a practical portfolio to demonstrate your web scraping skillsUnderstand best practices and ethical concerns in web scraping and data extractionWho this book is forThis book is for beginners who want to learn web scraping and data extraction using Python. No prior programming knowledge is required, but a basic understanding of web-related concepts such as websites, browsers, and HTML is assumed. If you enjoy learning by doing and want to build a portfolio of web scraping projects and delve into data-related studies and application, then this book is tailored for your needs.Table of ContentsWeb Scraping FundamentalsPython programming for Data and WebSearching and Processing Web DocumentsScraping Using PyQuery, a jQuery-Like Library for PythonScraping the Web with Scrapy and Beautiful SoupWorking with the Secure WebData Extraction Using Web APIsUsing Selenium to Scrape the WebUsing Regular Expressions and PDFsData Mining, Analysis, and VisualizationMachine Learning and Web ScrapingAfter Scraping – Next Steps and Data Analysis
| Publisher | Packt Publishing |
| Publication date | October 6, 2023 |
| Edition | 2nd |
| Language | English |
| Print length | 324 pages |
| ISBN-10 | 1837636214 |
| ISBN-13 | 978-1837636211 |
| Item Weight | 1.23 pounds (560 grams) |
| Dimensions | 7.5 x 0.73 x 9.25 inches (19.1 x 1.9 x 23.5 cm) |
Who Should Buy?
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Data Analysts
Learn effective scraping techniques to gather and analyze web data efficiently for insightful business decisions.
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Python Developers
Enhance your Python skills with practical web scraping projects and sharpen your coding abilities in real-world applications.
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Students
Perfect for students looking to understand data extraction and web automation in an approachable and hands-on manner.
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Beginner Programmers
May be overwhelming for beginners unfamiliar with Python or coding concepts, requiring prior foundational knowledge.
БАРААНЫ ТАЙЛБАР
Dietary Supplement Disclaimer
Statements regarding dietary supplements have not been evaluated by the Food and Drug Administration and are not intended to diagnose, treat, cure, or prevent any disease or health condition.
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Онцлог & Давуу талууд
- Learn essential web scraping techniques using Python.
- Build a portfolio of web scraping projects with practical examples.
- No prior programming knowledge needed—perfect for beginners.
- Master popular libraries like Scrapy and Beautiful Soup.
- Acquire advanced skills including data analysis, visualization, and machine learning.
- Confidently extract and analyze data for professional use.
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