Tag: ML
Explainable AI: The need of the hour – Part 2
In part 1 of this blog series, we understood various AI/ML models and how they function. In this part, we will learn various methods by which the AI/ML models can be better explained to the consumers or persons who derive benefits from...
Explainable AI: The need of the hour – Part 1
The concepts of Artificial Intelligence (AI) and Machine Learning (ML) are impossible to ignore in today’s world, especially if you’re in the field of technology or you’re running an organization. Although these technologies are improving products and processes, it is not always...
Correcting faulty customer addresses with Machine Learning: Part 2
In part 1, we learned about importance of address matching, challenges and common algorithmic approaches for address matching. In part 2, we will talk about importance of Machine Learning in address matching and various Machine Learning approaches that can be used. Importance...
Correcting faulty customer addresses with Machine Learning: Part 1
Introduction We’ve all taken really well to having an online presence, but that in no way has diminished the importance of our physical addresses. In fact, when we interact with any company, we are often authenticated through our name and address. This...
Guiding parameters for an effective analytics architecture
We live in an age where systems and applications are evolving at a rapid pace where technologies transition from vogue to commonplace to obsolete in less than a decade. In such extremely dynamic and volatile world, businesses can maintain its competitive edge...
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