# Chanh\_Bui - Machine Learning Pathway

**URL:** <http://staging.stemaway.com/t/chanh-bui-machine-learning-pathway/5659>\
**Category:** Machine Learning Pipeline (NLP)Self-Assessments\
**Created:** [August 7, 2020, 2:14am UTC](http://staging.stemaway.com/t/chanh-bui-machine-learning-pathway/5659 "2020-08-07T02:14:06Z")\
**Posts on this page:** 2\
**Page:** 1

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**Author:** ![Chanh\_Bui](https://d3rzmptxz7fqzy.cloudfront.net/letter_avatar_proxy/v4/letter/c/e8a87c/32.png) [@Chanh\_Bui](http://staging.stemaway.com/u/Chanh_Bui)\
**Post date:** [August 7, 2020, 2:14am UTC](http://staging.stemaway.com/t/chanh-bui-machine-learning-pathway/5659/1 "2020-08-07T02:14:06Z")

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**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

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<div class="post-metadata">

**Author:** ![Chanh\_Bui](https://d3rzmptxz7fqzy.cloudfront.net/letter_avatar_proxy/v4/letter/c/e8a87c/32.png) [@Chanh\_Bui](http://staging.stemaway.com/u/Chanh_Bui)\
**Post date:** [August 12, 2020, 6:24pm UTC](http://staging.stemaway.com/t/chanh-bui-machine-learning-pathway/5659/2 "2020-08-12T18:24:42Z")

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#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