Abobbala - Machine Learning (Level 1) Pathway

Technical Areas:

  • Learned about EDA and how to perform it with the scraped data
  • Learned and practiced scraping with Beautiful Soup and Selenium

Tools:

  • Selenium
  • BeautifulSoup
  • Visual Studio Code
  • Jupyter Notebook

Soft Skills:

  • Understood the code examples from the webinars and resource pdfs on the module by going line by line

Highlights:

  • Successfully scraped data from a Discourse community into a csv file with the help of scraper code examples from Sara
  • Was able to analyze the csv file using Pandas
  • I’m getting the hang of HTML formatting and some Python commands

Tasks:

  • Scraped data from the forum and stored it all in a csv file, did some cleaning to remove HTML tags, and performed EDA

Problems faced:

  • Spent a lot of time doing outside research on basic Python code since I haven’t worked with the language before