Chanh Bui - Machine Learning - Self Assessment

Week: 08/04/2020

Overview of Things Learned:

Technical Area:

  • Active Learning
  • Scrum Workflow
  • Web scraping

Tools:

  • pandas
  • Miro
  • Google Colab
  • Jupyter Notebook
  • GitHub
  • Python
  • Selenium
  • String manipulation libraries
  • BeautifulSoup

Soft Skills:

  • Perform background research
  • Communication
  • Teamwork
  • Time Management

Achievement Highlights

  • Researched on text annotation tools and tag generation algorithm and found the LDA model for topic generation.
  • Implemented a web scraper that scrapes posts from a list of given tags on StackOverflow.

Meetings attended

  • Meetings on Tuesday and Friday
  • Project Party on Wednesday

Goals for the Upcoming Week

  • Scraping related tags of the given tags
  • Helping others on their parts.

Tasks Done

  • Decided on project pipeline which is Active Learning
  • Researched on different tag generation algorithms.
  • Create webscraper for posts on StackOverflow

#self-assessment
Week: 08/11/2020

Overview of Things Learned:

Technical Area:

  • Active Learning
  • Scrum Workflow
  • Web scraping

Tools:

  • pandas
  • Miro
  • Google Colab
  • Jupyter Notebook
  • GitHub
  • Python
  • Selenium
  • String manipulation libraries
  • BeautifulSoup

Soft Skills:

  • Perform background research
  • Communication
  • Teamwork
  • Time Management

Achievement Highlights

  • Researched on text annotation tools and tag generation algorithm and found the LDA model for topic generation.
  • Implemented a web scraper that scrapes posts from a list of given tags on StackOverflow.
  • Add an add-in to the webscraper to remove unwanted tags from the database

Meetings attended

  • Meetings on Tuesday and Friday
  • Project Party on Wednesday

Goals for the Upcoming Week

  • Research on different nlp models for the annotator.

Tasks Done

  • Decided on project pipeline which is Active Learning
  • Researched on different tag generation algorithms.
  • Create webscraper for posts on StackOverflow
  • Create an add-in to remove unwanted tags from the database