Conner_Liu - Machine Learning Pathway

Certificates July 2020 Certificates Machine Learning Pipeline (NLP)Self-Assessments
1

Technical Area
Scraped thousands of articles
Put articles into tf-idf model

Tools
Jupyter notebook
BeautifulSoup
BERT
Selenium

Soft Skills
Broke down accomplishments in to presentable pieces

Meetings
7/21/20
7/31/20
8/4/20

Goals for upcoming week
Solve a couple last bugs for tf-idf
Start the creation of BERT model

Tasks Done
During this week, I scraped data from the forum provided and researched the general outline of the BERT model. Furthermore, I did comprehensive research on word embeddings and TF-IDF, deciding to try the implementation of TF-IDF on the scraped data. I struggled with the implementation of TF-IDF, but I think I am near crossing that hurdle. This week has taught me the value of self-motivation.

1 Like
2

#DistilBert, #time-management, #data-mining, #BERT

Technical Area
Learned the basics of BERT and its components
Understood the variation of BERT, DistilBERT

Tools
GitHub
Jupyter Notebook
Google Collab
Python

Achievements:
Used data scraped by the different groups to create a DistilBERT model
Meetings attended:
2 meetings during Week 4

Goals for the Upcoming Week
Try to improve the BERT model
Try other variations of BERT