Executive Development Programme in Web Scraping: Scraping Techniques
-- ViewingNowThe Executive Development Programme in Web Scraping: Scraping Techniques certificate course is a valuable opportunity for professionals seeking to enhance their data extraction skills. This program focuses on teaching efficient and ethical web scraping techniques, essential in today's data-driven world.
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⢠Introduction to Web Scraping: Defining web scraping, its importance, and ethical considerations. Understanding the basics of HTML and HTTP protocol.
⢠Python for Web Scraping: Learning Python fundamentals, popular libraries (BeautifulSoup, Selenium, Scrapy), and data structures.
⢠Data Extraction Techniques: Scraping data using XPath, CSS selectors, and regular expressions. Identifying and handling AJAX and JavaScript-heavy websites.
⢠Data Cleaning and Preprocessing: Handling missing data, removing duplicates, and converting data types. Formatting data for analysis and visualization.
⢠Web Scraping Best Practices: Minimizing impact on target websites, respecting robots.txt and rate limits, and handling errors and exceptions.
⢠Legal and Ethical Considerations: Understanding copyright, privacy, and terms of service implications. Responsible web scraping and data usage.
⢠Scaling and Automation: Utilizing APIs, proxies, and cloud services to scrape large datasets. Scheduling and automating scraping tasks.
⢠Data Storage and Analysis: Storing scraped data in databases (SQL, NoSQL) or cloud services (AWS, Google Cloud). Analyzing data using data science tools and techniques.
⢠Case Studies and Real-world Examples: Examining successful web scraping projects and their impact on business decisions.
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