Certificate Web Scraping for Real-World Applications
-- ViewingNowThe Certificate Web Scraping for Real-World Applications is a comprehensive course that equips learners with essential skills for data extraction and analysis. This program is crucial for professionals seeking to enhance their data literacy and leverage web scraping for informed decision-making.
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⢠Introduction to Web Scraping: Defining web scraping, its importance, and applications. Understanding legal and ethical considerations. ⢠HTML & CSS Basics: HTML document structure, tags, and attributes. CSS selectors and specificity. ⢠Python for Web Scraping: Introduction to Python. Relevant libraries: BeautifulSoup, Selenium, Scrapy, Requests. ⢠Data Extraction Techniques: Handling AJAX, JavaScript, and APIs. Navigating dynamic web pages. ⢠Data Cleaning & Parsing: Regular expressions and string manipulation. Handling dates, numbers, and special characters. ⢠Storing Scraped Data: Relational databases, NoSQL databases, and data warehouses. JSON, CSV, and XML formats. ⢠Web Scraping Best Practices: Rate limiting, user-agent rotation, and web scraping etiquette. ⢠Data Analysis with Scraped Data: Exploratory data analysis, data visualization, and statistical analysis. ⢠Building a Complete Web Scraping Solution: Real-world case studies and project examples.
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