CoderOfBlaviken - Machine Learning Pathway

Things learned:

  • Technical: ML theory, data mining
  • Tools: Asana, git, jupyter notebooks, beautiful soup, pandas
  • Soft skills: Communication, teamwork, networking

My three achievements:

  • Set up the development environment for the project (installed python, jupyter notebooks, etc.)
  • Went through the tutorials and learning resources for ML and web scraping
  • Created my own web scraping script and used it to collect data

List of meetings/training attended:

  • STEM-Casts: Overview of ML and project; Asana; Data mining
  • Team meeting on 06/15

Goals for the upcoming week:

  • Catch up with the tasks I missed (I joined late because I switched from full-stack)
  • Finish data cleaning and EDA; work on pre-processing

Assessment 2

Things learned:

  • Technical: Text pre-processing and analytics
  • Tools: PyTorch, BERT
  • Soft skills: Research, time management

My achievements:

  • Learned about text pre-processing using TF-IDF
  • Researched the basic principles of BERT

List of meetings/training attended:

  • STEM-Cast: NLP Webinar

Goals for the upcoming week:

  • Catch up with the tasks I missed
  • Build a working BERT model