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September 2023

How to Mask PII Before LLM Training

Generative AI has recently emerged as a groundbreaking technology and businesses have been quick to respond. Recognizing its potential to drive innovation, deliver significant ROI and add economic value, business adoption is rapid and widespread. They are not wrong. A research report by Quantum Black, AI by McKinsey, titled "The Economic Potential of Generative AI”, estimates that generative AI could unlock up to $4.4 trillion in annual global productivity.

23 Best Free NLP Datasets for Machine Learning

NLP is a field of AI that enables machines to understand, interpret, and generate human language in a way that is both meaningful and contextually relevant. Recently, ChatGPT and similar applications have created a surge in consumer and business interest in NLP. Now, many organizations are trying to incorporate NLP into their offerings.

MLOps Live #24: How to Build an Automated AI ChatBot

In this MLOps Live session, Gennaro, Head of Artificial Intelligence and Machine Learning at Sense, describe how he and his team built and perfected the Sense chatbot, what their ML pipeline looks like behind the scenes, and how they have overcome complex challenges such as building a complex natural language processing ( NLP) serving pipeline with custom model ensembles, tracking question-to-question context, and enabling candidate matching.