Zihe Zheng - Machine Learning Pathway - Self Assessment

Week: 08/04/2020

Overview of Things Learned:

  • Technical Area: #Web-scraping , implementing word embeddings, #data-visualization. Had an overview of how #BERT works.

  • Tools: #GitHub, Jupiter notebook, google drive, #Beautifulsoup, #Word2Vec, #matplotlib.

  • Soft Skills: #team-working, #presenting technical contents.

Achievement Highlights

Implemented web-scraping on byte;

Implemented word embeddings on well-organized scraped data using Word2Vec and visualize results;

Collaborated well with teammates.

Meetings attended

week1 meeting 1h

week2 meetings 2h

office hours 1h

week3 meeting 1h

Goals for the Upcoming Week

Implement BERT on scraped data
Tasks Done
Read articles about #TF-IDF ,Word2Vec and BERT, finished implementing web-scraping and word embeddings. Presented results with team.

1 Like

Week: 08/11/2020

Overview of Things Learned:

  • Technical Area: #BERT #DistilBERT
  • Tools: #GitHub, Jupiter notebook, google drive, #Beautifulsoup, #Word2Vec, #matplotlib.
  • Soft Skills: #team-working, #presenting technical contents.

Achievement Highlights

Implemented DistilBERT as well as BERT on byte data and present results.

Meetings attended

week4 meeting 1h

week5 meeting 1h

Goals for the Upcoming Week

Try to do more variations of BERT