May 29, 2021
This notebook tries to solve the probability exercises in d2l.ai
May 23, 2021
The fifth notebook in the series solving exercises from d2l.ai, this blog tries to test and understand the working of the autodiff functionality in tensorflow
May 16, 2021
This is a take home project that I did for a company as part of their interview process.
Apr 26, 2021
The fourth notebook in a series to be posted aiming to solve and understand exercises from d2l.ai curriculum on deep learning
Apr 25, 2021
This is another take home assignment that I did for a company as part of their interview process
Apr 10, 2021
The third notebook in a series to be posted aiming to solve and understand exercises from d2l.ai curriculum on deep learning
Feb 9, 2021
The second notebook in a series to be posted aiming to solve and understand exercises from d2l.ai curriculum on deep learning
Feb 7, 2021
The first notebook in a series to be posted aiming to solve and understand exercises from d2l.ai curriculum on deep learning
Feb 4, 2021
Aug 31, 2020
In this notebook I try to use a competition dataset of log parameters of a server and classify if there was an attempt to attack the server
Jun 24, 2020
In this notebook I try to use a competition dataset of tweets reacting to Mother's day and classify their sentiments with spaCy
May 30, 2020
In this notebook I explore a competition dataset of tweets reacting to Mother's day
May 24, 2020
In this notebook I try to build a language model for தமிழ்(Tamil) to help in some basic NLP tasks
Apr 20, 2020
In this notebook I test out the sentencepiece tokenizers built previously
Apr 19, 2020