NLP Metablog – A blog of blogs

Basics Intro to NLP Text Mining Coursera sequence models CS224n - Natural Language Processing with Deep Learning - 2019 Spacy crash course Google crash course Embeddings Word2Vec Jalammar Lilian McCormik - Part 1 McCormik -…

My Hackathon Experiences

My experiments in the world of hackathon started out of my boredom in office work and have turned out to be a rich collection of experiences. You can find my solutions at my github. RBL…

The Definitive Guide To Get In Data Science

If you are here, I believe that you have a strong interest to understand what it takes to become a Data Scientist. I am writing this post because I see a tremendous amount of people…

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 +…

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…