HOTSPOT PREDICTION

What we want to accomplish

A neural network that recognizes a webpage’s content and determine it’s ‘hot words’ to see if it will become of interest in the coming weeks or months.

Source of picture below: https://medium.com/@karpathy/a-peek-at-trends-in-machine-learning-ab8a1085a106

How does the proccess work?

Firstly, the computer will try to guess, without knowing anything about what data should give us. Then it flips the back over, sees the answer, and learns. It learns from making MISTAKES. The bigger the mistake is, the faster it learns.

How is this done? Via Machine Learning

Machine learning is a field of computer science that gives computer systems the ability to “learn” (i.e., progressively improve performance on a specific task) with data, without being explicitly programmed.