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January 22, 2018

Artificial Intelligence is the buzz word right now and as somebody who is into data science, I have been experimenting with it quite a bit. These days this word is being used quite often and in many contexts, and given the potential of its application in many fields, I...

December 30, 2017

Hello there guys,

I had my share of trouble when I was starting up too. I found the best solutions from a bunch of online resources put together .So I figured why not document this thing so that no one else gets the same issues again anymore, and if they do , let this o...

October 12, 2017

Often when we think of a data science assignment, the main thing that comes to mind is the algorithm technique that needs to be applied. While, that is crucially important, there are many other steps in a typical data science assignment that requires equal attention.


August 27, 2017

There is quite some marketing material in market around the demand for data scientists --

Data scientist is the sexiest job of 21st century! Data is the oil of the 21st century. US alone might face a gap of 50-60% in analytics talent by 2018. Given the demand and the im...

August 15, 2017

There are wide applications of neural networks in industry. This post is an attempt to intuitively explain one of the applications of word2vec in retail industry.

Natural language processing is an exciting field. Quite a few new algorithms are being developed resulting...

July 9, 2017

Lets begin by first understanding how our brain processes information:

In our brain, there are billions of cells called neurons, which processes information in the form of electric signals. External information/stimuli is received by the dendrites of the neuron, procces...

May 1, 2017


Kaggle is one of the top platforms for data scientists to test their skills against the best.

Ranking among the top in its competitions is one of the hardest tasks to accomplish.

However, the gap between the top performers is so small and a minute improvement in score...

April 24, 2017

Deep Learning is one of the exciting & fast growing fields within data science.

One question that practicing data scientists regularly face from business users is - "What is Deep Learning and how is it different from the traditional data science algorithms that some com...

April 16, 2017

When I first started out learning about machine learning algorithms, it turned out to be quite a task to gain an intuition of what the algorithms are doing. Not just because it was difficult to understand all the mathematical theory and notations, but it was also plain...

April 8, 2017

One of the common questions we get is - "Why can we not learn data science in platforms like Coursera or youtube?"

Both of them are possible. However, the above statement misses out the evaluation of the return obtained on invested time.

RoI on time is critical - especia...

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January 22, 2018

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Keep it Simple!! — How to simplify understanding of algorithms like Gradient Descent

April 16, 2017

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