Machine learning: The Architecture of a Large-Scale Web Search Engine

In the earliest days, Yahoo was a simple database engine-it hosted several links in the form of directories. It was one of the largest “human curated” directories that gained popularity with those on the web. Search became an urgent unmet need till Google came into picture. Yahoo went into irrelevance and now it has become […]

When an AI breakthrough isn’t one: Batching process

This is an interesting bit for neural processing via GPU’s. Instead of training on the entire 100 million outcomes—product purchases, in this example—Mach divides them into three “buckets,” each containing 33.3 million randomly selected outcomes. Now, MACH creates another “world,” and in that world, the 100 million outcomes are again randomly sorted into three buckets. Crucially, […]

#AI #ML in healthcare: Will the twain ever meet?

Incorporating the Artificial Intelligence in healthcare has several issues. I stumbled on an excellent post in HBR that lists the key deficiency of AI- it is a black box. For all its deficiencies, AI and machine learning will never explain a process of “inclusion and exclusion” or why it came to a decision the way […]