# Machine Learning Level 1 Module 2 Self Assessment

**URL:** <http://staging.stemaway.com/t/machine-learning-level-1-module-2-self-assessment/8449>\
**Category:** Machine Learning Pipeline (NLP) (CE) 2021\
**Created:** [June 24, 2021, 12:16am UTC](http://staging.stemaway.com/t/machine-learning-level-1-module-2-self-assessment/8449 "2021-06-24T00:16:45Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![Aaditya](https://d3rzmptxz7fqzy.cloudfront.net/letter_avatar_proxy/v4/letter/a/41b3a3/32.png) [@Aaditya](http://staging.stemaway.com/u/Aaditya)\
**Post date:** [June 24, 2021, 12:16am UTC](http://staging.stemaway.com/t/machine-learning-level-1-module-2-self-assessment/8449/1 "2021-06-24T00:16:45Z")

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Technical Areas:

- I learned how to use the Selenium webdriver, and picked up a (very basic) understanding of HTML and CSS.
- I have a better grasp on BeautifulSoup now, and it has helped me preprocess data better than before.
- I learned how to generate CSVs from website data.

Tools: VS Code, IDLE, Selenium webdriver

Soft Skills:

- I got better at finding resources/documentation for the (steadily increasing) Python libraries that the tutorials have introduced me to.

Achievement Highlights:

- I used the tutorials to scrape data from some of my own old websites.
- I learned how to use Selenium and Chrome’s inspect feature to extract text data from websites and also interact with some site elements.
- I got more familiar with HTML, and Python in VSCode and IDLE. I also finally understood how to use pip and how PATH works (this isn’t as important but I’d never quite understood how they actually worked.)