Category: Artificial Intelligence

Why and How Enterprises are adopting Transfer learning ?

We are seeing that there is an Enterprise-wide adoption of transfer learning techniques while using Machine learning and Deep learning. And here is the reason why… Traditionally, all the Machine learning algorithms assume learning to happen from scratch for every new learning problem. The assumption is that no previous learning

Ensemble learning Simplified

Inline with my earlier blog on “Reinforcement learning Simplified” that I recieved excellent reception, I now have Ensemble learning basics and algorithms explained using analogies. Please don’t forget to share your inputs and valuable feedback. Ensemble, in general, means a group of things that are usually seen as a whole

A take on Statistician’s way of thinking

While I was attempting to learn how Bayesian, Regression analysis and Instance-based learning techniques under probablistic machine learning, I realized how deep the statistical techniques are and how they form a basis for the above supervised learning techniques. Below shown is a mind map of statistical and algebraic concepts that

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