Google AI Professional Certificate - Learn AI Skills That Get You Hired
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Overview
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Learn to build an AI-powered web scraper using Python in this comprehensive 46-minute tutorial. Discover how to create an application that scrapes websites based on user-provided URLs, extracts DOM content, and utilizes AI to retrieve specific information. Explore the step-by-step process of developing the scraper, including setting up the environment, creating a Streamlit UI, implementing web scraping with Selenium, overcoming website blocking techniques, cleaning DOM content, and parsing data with Ollama (LLM). Gain hands-on experience with tools like Selenium, BeautifulSoup, and LangChain while following along with code examples and practical demonstrations. By the end of the tutorial, acquire the skills to build and test your own AI web scraper for extracting valuable data from any website.
Syllabus
| Overview
| Install/Setup
| Starting the Streamlit UI
| Web Scraping with Selenium
| Unblocking Websites/Captchas/IP Bans
| Cleaning DOM Content
| Parsing Content with Ollama LLM
| Ollama Installation
| Testing the Scraper
Taught by
Tech With Tim