Career paths in Business Analytics – Plan your Next Best Role in the Data Science World
Introduction “Data Scientist: The Sexiest Job of the 21st Century” is one of the most popular Harvard Business Review (HBR) articles and has inspired …
An Alternative to Deep Learning? Guide to Hierarchical Temporal Memory (HTM) for Unsupervised Learning
Introduction Deep learning has proved its supremacy in the world of supervised learning, where we clearly define the tasks that need to be accomplished. …
An Introductory Guide to Understand how ANNs Conceptualize New Ideas (using Embedding)
Introduction Here’s something you don’t hear everyday – everything we perceive is just a best case probabilistic prediction by our brain, based on our …
A Must-Read Introduction to Sequence Modelling (with use cases)
Introduction Artificial Neural Networks (ANN) were supposed to replicate the architecture of the human brain, yet till about a decade ago, the only common …
Replicating Human Memory Structures in Neural Networks to Create Precise NLU algorithms
Introduction Machine learning and Artificial Intelligence developments are happening at breakneck speed! At such pace, you need to understand the developments at multiple levels …
Introduction to k-Nearest Neighbors: Simplified (with implementation in Python)
Note: This article was originally published on Oct 10, 2014 and updated on Mar 27th, 2018 Introduction In four years of my career into …
Creating a flawless winning strategy in a Casino (BlackJack) using Data Science?
Can we create a flawless winning strategy in a Casino using Data Science? Of course not! Otherwise, all the data scientists out there would …
Behavioral Analytics : When Psychology collides with analytics
Introduction Today’s post is going to be very different from all the post I have published till now. For past few months, I have …
Solving Case study : Optimize the Products Price for an Online Vendor (Level : Hard)
Introduction Solving case studies is a great way to keep your grey cells active. You get to use math, logic and business understanding in …
Operations analytics case study (level : hard)
In previous few articles (beginner, intermediate and queuing theory), we have completed a variety of case studies used in operation analytics. One of which …
