# Aliwan7 - Machine Learning Pathway

**URL:** <http://staging.stemaway.com/t/aliwan7-machine-learning-pathway/5535>\
**Category:** Machine Learning Pipeline (NLP)Self-Assessments\
**Created:** [August 4, 2020, 6:36pm UTC](http://staging.stemaway.com/t/aliwan7-machine-learning-pathway/5535 "2020-08-04T18:36:22Z")\
**Posts on this page:** 2\
**Page:** 1

<div class="post-metadata">

**Author:** ![aliwan7](https://d3rzmptxz7fqzy.cloudfront.net/user_avatar/staging.stemaway.com/aliwan7/32/551_2.png) [@aliwan7](http://staging.stemaway.com/u/aliwan7)\
**Post date:** [August 4, 2020, 6:36pm UTC](http://staging.stemaway.com/t/aliwan7-machine-learning-pathway/5535/1 "2020-08-04T18:36:23Z")

</div>

**Week:** 1

**Overview of Things Learned:**  
• GitHub: how code is shared amongst time members.

- Learned how to scrape the web using BeautifulSoup and Selenium

- Technical Area: NLP Models

- Tools: BeautifulSoup, Selenium, BERT

- Soft Skills: Remote Collaboration

**Achievement Highlights**

- Got articles to be scraped from web-flow.

**Meetings attended**

• 7/21/20  
• 7/28/20  
• 7/31/20  
• 8/4/20

**Goals for the Upcoming Week**  
Got a brief overview of how the word2vec works from today’s meeting so I will try to implement soon

---

<div class="post-metadata">

**Author:** ![aliwan7](https://d3rzmptxz7fqzy.cloudfront.net/user_avatar/staging.stemaway.com/aliwan7/32/551_2.png) [@aliwan7](http://staging.stemaway.com/u/aliwan7)\
**Post date:** [August 21, 2020, 12:29am UTC](http://staging.stemaway.com/t/aliwan7-machine-learning-pathway/5535/2 "2020-08-21T00:29:47Z")

</div>

Week: 8/ 10/ 2020  
Overview of Things Learned: BERT & DistilBert

Meetings Attended: 8/ 14/ 2020

**Tasks completed**  
Implemented model to web scraping data

**Tools:**

- Jupyter Notebook
- Google Colab

**Achievements:**  
Classified data scraped by categories using BERT model

**Goals for the Upcoming Week:**

Preprocess web scraped data