@srishtisaha.2809

I am an NLP data scientist working for a tech start-up in Boston, MA. I have completed my masters in Data Science from Duke University & am passionate about ML.

The RepTrak Company

Duke University

srishtisaha.2809's Spectra articles
Srishti Saha
High Dimension Data Analysis - A tutorial and review for Dimensionality Reduction Techniques
High Dimension Data Analysis - A tutorial and review for Dimensionality Reduction Techniques
This article explains and provides a comparative study of a few techniques for dimensionality reduction. It dives into the mathematical explanation of several feature selection and feature transformation techniques, while also providing the algorithmic representation and implementation of some other techniques. Lastly, it also provides a very brief review of various other works done in this space.
27 points
0 issues
srishtisaha.2809
Information Theory in Machine Learning
Information Theory in Machine Learning
This review gives a comprehensive study of application of information theory in Machine Learning methods and algorithms.
4 points
0 issues