Machine Learning - Level 1 Module 1 - Lasya Dhulipalla

Technical Area

  • Began the process of understanding the basics of machine learning as well the functions that it provides
  • Followed along to the video and introduced myself to the algorithms that are present

Tools

  • BeautifulSoup
  • PyTorch
  • Notion
  • TensorFlow
  • Refreshed my skills with Scrapy, Jupyter Notebook, and Anaconda

Soft Skills

  • Refreshed my knowledge of Trello and Scrum, as well as using sources like Stack Overflow to get help and advice from the overall community
  • Refreshed my background knowledge of the legality in web scraping
  • Also looked at how I can use GitHub methods to work more efficiently

Achievement Highlights

  • Worked with BeautifulSoup to experiment on scraping data
  • Looked at various recommender systems to better understand the concept
  • Worked on a text classifier with the Logistic Regression

Tasks and Hurdles

  • Had to educate myself on using the libraries to the best I can
  • Make sure I was understanding the machine learning basics
  • Also make sure I was understanding logistic regression to the best of my abilities