The skill to scrape and analyze data gives any computer science student a sense of freedom never experienced before. Much of the world’s data is stored on web pages and people make important decisions based on it, think Finance, Politics, Culture, etc. This data can also reveal history of pretty much anything you are interested […]
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PAC Learning
Introduction Human brain is a dopamine-based prediction machine, and learning can be seen as a process of creating goal-oriented prediction models. Thus, how do we formalize learning in uncertainty, where we cannot be sure our predictions would be useful in an evolving world? Leslie Valiant proposed one of the earliest such mathematical framework: PAC Learning. […]
