# Ritikaj1997 - Machine Learning Pathway

**URL:** <http://staging.stemaway.com/t/ritikaj1997-machine-learning-pathway/5704>\
**Category:** Machine Learning Pipeline (NLP) Self-Assessments\
**Created:** [August 7, 2020, 8:25pm UTC](http://staging.stemaway.com/t/ritikaj1997-machine-learning-pathway/5704 "2020-08-07T20:25:24Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![Ritikaj1997](https://d3rzmptxz7fqzy.cloudfront.net/letter_avatar_proxy/v4/letter/r/afd275/32.png) [@Ritikaj1997](http://staging.stemaway.com/u/Ritikaj1997)\
**Post date:** [August 7, 2020, 8:25pm UTC](http://staging.stemaway.com/t/ritikaj1997-machine-learning-pathway/5704/1 "2020-08-07T20:25:24Z")

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Technical Area involved:

1. Webscrapping using Selenium
2. Natural Language Processing  
2.1. TF-IDF Vectorization  
2.2 BERT, DistilBERT
3. Machine Learning Classification Model  
3.1 Decision Trees  
3.2 Logistic Regression
4. Project Management

Tools used:  
python -Numpy, Pandas, Scikit Learn, Keras ,BeautifulSoup, Selenium  
Github  
Google Colab  
Slack