# Machine Learning Module 2 Self assessment - Amath SOW

**URL:** <https://stemaway.com/t/machine-learning-module-2-self-assessment-amath-sow/8377>\
**Category:** Machine Learning Pipeline (NLP) (CE) 2021\
**Created:** [June 22, 2021, 4:08am UTC](https://stemaway.com/t/machine-learning-module-2-self-assessment-amath-sow/8377 "2021-06-22T04:08:47Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![Amath\_Sow](https://d2nat51eddc6b4.cloudfront.net/user_avatar/stemaway.com/amath_sow/32/3812_2.png) [@Amath\_Sow](https://stemaway.com/u/Amath_Sow)\
**Post date:** [June 22, 2021, 4:08am UTC](https://stemaway.com/t/machine-learning-module-2-self-assessment-amath-sow/8377/1 "2021-06-22T04:08:47Z")

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Technical Area :

- I understand now how to use scrape data from the web using BeautifulSoup and Selenium

- Use car talk forum and scrape data

- perform basic cleaning and remove html tags

- I understand how to convert data into a csv file

Tools:

- Beautiful Soup

- Selenium

- VS CODE

- Car talk forum

- i use stem away web site from past cohort

Soft Skills:

- Troubleshooting using different channels(stem away, stack overflow, Youtube, group members) when getting stuck

- Communication with others team members

- Self learning

Achievements:

- learned how to scrape data from the car talk forum and save it into csv file

- learned how to do data data clean and preprocessing

- learned how to collect the data using a dataframe and save it into a csv file

- learned RNN, LSTM and transformer

Tasks:

- Scrap the data from the car talk forum

- Perform data cleaning by removing html tags

- use a dataframe to collect the data and save it into a csv file