Primer on Softmax
There is so much detail to softmax like numerical issues, why it is used with CE and implications of its inductive bias.
Posts by Year
2023
Word2Vec Explainer
A fun and nuanced explainer of Word2Vec, the earliest successful word embedding algorithm.
2022
Surprising Success of Deep Learning
I have recently applied to SERIMATS where I was tasked to answer the question Why is it surprising, from the perspective of classic machine learning, that ne...
2021
Back to Top ↑2020
15 common coding mistakes data scientists make in Python
Check out the original article on my medium which was published by towards data science.
2019
Detecting tweet sentiments with AWS Comprehend and R
Check out the original article on my medium that was published by Analytics Vidhya.