Pricing in Programmatic Advertising

20 Jun 2024

Extractive Summarization

12 Jun 2024

Learning About People

23 Apr 2024

The pursuit of absolute truth

30 Dec 2022

Alexnet, VGG, ResNets etc

13 Feb 2022

Some Reasons To Use Neural Networks

09 Feb 2022

Linear And Logistic Regression

09 Feb 2022

A Quick Note On Mapreduce

07 Feb 2022

Convolutional Neural Networks

06 Feb 2022

Machine Learning Topics: Hyperparameter Tuning

05 Feb 2022

Machine Learning Topics: Regularization

04 Feb 2022

I built a web app to generate artist/names using Deep Learning

01 Feb 2022

Workflows in Machine Learning

03 Dec 2021

All about A/B tests

12 Jun 2020

Word cloud of song lyrics (revisited)

01 Jun 2020

Some notes on mixtures of normal distributions

30 May 2020

Importance Sampling

29 Apr 2020

Likelihood and Probability

08 Apr 2020

Sampling, resampling and hypothesis testing

06 Apr 2020

Recreational center usage: how does it affect grades?

16 Mar 2020

Dealing with heteroscedasticity in Python

04 Mar 2020

'Teach statistics before calculus': I whole-heartedly agree!

03 Mar 2020

Improving the performance of classification models

23 Feb 2020

Exploring performance metrics of classification algorithms

19 Feb 2020

Building and visualizing a decision tree classifier

27 Sep 2019

Word Cloud of song lyrics

07 Sep 2019

A primer on k-means clustering algorithm

07 May 2019

Exploring classifiers and cross-validation techniques for Digits and Iris datasets

05 May 2019

Artificial Neural Network to predict housing prices - Part 1

20 Jan 2019

A quick guide to fetching data from a web API (Restaurant data)

19 Dec 2018

Analysis of New York City traffic data

16 Dec 2018