# Austin\_Stenstedt - Machine Learning Pathway

**URL:** <http://staging.stemaway.com/t/austin-stenstedt-machine-learning-pathway/3548>\
**Category:** Machine Learning Pipeline (NLP) Self-Assessments\
**Created:** [June 17, 2020, 12:16am UTC](http://staging.stemaway.com/t/austin-stenstedt-machine-learning-pathway/3548 "2020-06-17T00:16:35Z")\
**Posts on this page:** 2\
**Page:** 1

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**Author:** ![Austin\_Stenstedt](https://d3rzmptxz7fqzy.cloudfront.net/user_avatar/staging.stemaway.com/austin_stenstedt/32/551_2.png) [@Austin\_Stenstedt](http://staging.stemaway.com/u/Austin_Stenstedt)\
**Post date:** [June 17, 2020, 12:16am UTC](http://staging.stemaway.com/t/austin-stenstedt-machine-learning-pathway/3548/1 "2020-06-17T00:16:35Z")

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Concise Overview of things learned:

- Basics of web scraping using BeautifulSoup and Selenium  
-Implementation of data mining using Python Jupyter Notebooks
- Bag of words model  
-TF-IDF
- BERT

Achievements:

- Felt a solid grasp of BeautifulSoup
- Successfully used Jupyter notebooks to complete a TF IDF evaluation
- Feel Python really coming to me

Meetings:

- Weekly meetings
- Missed/late to one or two but watched back recordings

Goals:

- Become confident with implementations using Python
- Don’t miss anymore meetings

Tasks done:

- Went through each shared article with a physical notebook and jupyter notebook open to take notes and practice as I went along

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**Author:** ![ddas](https://d3rzmptxz7fqzy.cloudfront.net/user_avatar/staging.stemaway.com/ddas/32/7494_2.png) [@ddas](http://staging.stemaway.com/u/ddas)\
**Post date:** [August 7, 2020, 5:07am UTC](http://staging.stemaway.com/t/austin-stenstedt-machine-learning-pathway/3548/2 "2020-08-07T05:07:06Z")

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Participation/ performance not adequate for certificate. Assessed by leads.