Course Overview
  • Welcome
  • Demo
  • Requirements & Overview
Project Setup
  • Project Setup
  • Hello World & Environment Variables
Scraping Data with Selenium & Python
  • Selenium Connection Sample
  • Remote Connection Utility Function
  • Understanding Web App URL Structures
  • Parse HTML with BeautifulSoup
  • Extract More Post Data from List View
  • Pagination with Selenium and Hacker News
  • Scrape and Save Data to Local Files
Python and AI with Ollama and Llama 2
  • Download and Run Ollama with LLama 2
  • Ollama with Open Python Client
  • Summarize and Extract Keywords of Scraped Data
Extracting Podcasts with the Apple Search API
  • Searching Podcasts with the Apple iTunes Search API
  • Saving Podcast Data based on Keywords
  • Download Podcast Episodes
  • Chunk and Transcribe Podcast Episodes
  • Summarize and Recommend Episodes
Wrap up
  • Thank you and next steps