Latent semantic indexing: practical example of document categorization with topic modeling

Let's talk about latent semantic indexing. We all know machine learning is magical. One of the most magical things I've seen machine learning do is document categorization. What is latent semantic indexing? Let's say you have 10,000 text documents and you'd like to know what categories or topics exist. Machine learning can define the categories…

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Explainable machine learning: the next frontier

It's time for machine learning to grow up. Machine learning has proved valuable in many areas of technology and business. ML has a seat at the table, but for ML to truly mature, we need to know we can trust it. For ML to integrate more fully and contribute everything it can, people need to…