Web Scraping with Python

Month 1: Introduction to Web Scraping

• What is Web Scraping and why is it useful?
• Basics of HTML, CSS, and JavaScript
• Introduction to BeautifulSoup and Requests libraries
• How to parse HTML using Beautiful Soup
• Web Scraping Ethics and Legal issues

Month 2: Advanced Web Scraping Techniques

• Scraping Data from Dynamic Websites using Selenium
• Scraping Data from APIs and Web Services
• Using Regular Expressions for Scraping
• Scraping Data from Social Media Platforms
• Scraping Data from Multiple Pages and Pagination

Month 3: Applications of Web Scraping

• Storing Scraped Data in Databases
• Data Cleaning and Preparation using Pandas
• Visualizing Scraped Data using Matplotlib
• Building a Web Scraper for News Websites
• Building a Web Scraper for E-commerce Websites