# Dushyant - Machine Learning (Level 1) Pathway

**URL:** <https://stemaway.com/t/dushyant-machine-learning-level-1-pathway/9162>\
**Category:** Machine Learning Pipeline (NLP) (CE) 2021\
**Created:** [August 9, 2021, 6:38pm UTC](https://stemaway.com/t/dushyant-machine-learning-level-1-pathway/9162 "2021-08-09T18:38:30Z")\
**Posts on this page:** 1\
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**Author:** ![Dushyant](https://d2nat51eddc6b4.cloudfront.net/letter_avatar_proxy/v4/letter/d/41b3a3/32.png) [@Dushyant](https://stemaway.com/u/Dushyant)\
**Post date:** [August 9, 2021, 6:39pm UTC](https://stemaway.com/t/dushyant-machine-learning-level-1-pathway/9162/4 "2021-08-09T18:39:32Z")

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> [@Machine Learning Level 1 - Module 4 - Dushyant Chaudhary](https://stemaway.com/t/machine-learning-level-1-module-4-dushyant-chaudhary/9108):
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> Overview of things learned: Technical Area: Learned about advanced models like BERT, xlm, roberta, distilbert Learned how to use SimpleTransformers library in the model Gained an understanding of combining an advanced model (BERT) and a simple one (logistic regression) Used matplotlib to plot some graphs about the data and learned about balancing data Tools: Jupyter Notebooks Google Colab SimpleTransformers Pandas, numpy, csv, matplotlib Soft Skills: Enhanced my knowledge about advan…

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