Courses for Data Science

Things to know to get into Data Science Statistics - A lot of companies ask on Bayes theorem and Normal distribution Machine/Deep learning basics - Algorithm pros/cons and working Strong coding skills - Python +…

Tricks in NLP

“Don't JustDon't just learn, experience.Don't just read, absorb.Don't just change, transform.Don't just relate, advocate.Don't just promise, prove.Don't just criticize, encourage.Don't just think, ponder.Don't just take, give.Don't just see, feel.Don’t just dream, do. Don't just hear, listen.Don't…

Towards Mature Data Science

Some pointers I learnt with time: Think of a variety of solutions instead of going for the first solution that comes to mind Define train/test/validation data Don't commit metrics to stakeholders before trying the solutions…

Machine Comprehension – 2

[latexpage] I have been interested in exploring the direction of machine comprehension from a long time and the new year seemed just perfect. This post is mostly about discussing the progress we have made to…

Is There A Curse Of Dimensionality?

The curse of dimensionality is a famous concept in Machine Learning which says that adding more features has to come at the cost of more data otherwise the model might not generalize. Hence, it is…

Making Amazon Hiring AI Unbiased

Why make an algo? The news of gender-bias in Amazon's hiring algorithm is all over the internet and this has opened a new thread on the topic of interpretability of machine learning models. Let me…

My Cryptocurrency Hackathon Strategy

On one fine afternoon, I was consuming LinkedIn and randomly stumbled upon a Cryptocurrency Hackathon post. I quickly checked the problem statement and event location. I had a 100% match on the problem statement as…

The Data Science of Abuse

Findings suggest that the more men were abused as children, the more they were likely to rape as adults. Let us talk about the good side of Facebook, Google, Instagram and all other platforms which…

Artificial Intelligence in Dating

30% of Tinder users are married people. Enough has been said about the dangers of AI; I want to throw a light on something else. AI can not only disrupt professional life but personal as…

Men Vs Artificial Intelligence

“The question of whether a computer can think is no more interesting than the question of whether a submarine can swim.” ― Edsger W. Dijkstra I and Pavan, a man with extensive experience in making trading…

Henry Miller on Writing & Everything

“When you can’t create you can work.” Just stumbled upon these pearls in book "Henry Miller on writing" Work on one thing at a time until finished. Start no more new books, add no more…