Tools for building Strategic Resilience

As we enter the Post-COVID world, impending economic downturn takes hold in the business world. Organizations that were performing well well under normal conditions when black swan events like Covid disrupt the normal flow of things. In these scenarios organisations

Data Science Maturity Model: A Primer

In the past decade or so, businesses have realized that they can extract value out of the data they collect (e.g. user data and event data) to make data-informed decisions that replace the old model of deciding best argument

Transfer Learning in NLP

Language has historically been difficult for computers to ‘understand’. In NLP self-supervised learning, allows us to train models with a huge amount of unlabelled training data i.e., millions of sentences from the Internet (e.g. ), which saves a lot

Exploratory Data Analysis

The greatest value of a picture is when it forces us to notice what we never expected to see. -John Tukey In the bigger picture Data-driven science, we start by collecting a data set of reasonable size, and then looking

Counterfactual policy evaluation

Making Better Decisions with Offline Deep Reinforcement Learning Introduction: In the age of big data, we have massive amounts of data available at our disposal and it would nice if we could use some of that to make better decisions