The world is awash with huge amounts of
data In this video, I just want to take a moment to introduce the course and what we’re trying to do here So, our focus is on the ideas, and more than anything else we want to develop your mathematical intuition… …which allows us to discuss
images rather than immediately getting tangled up in the maths Data in real life is often high-dimensional For example, if we want to estimate the price of our house in a year’s time… we can use data that helps us to do this If we had good models of data, then we could also make predictions We’re just aiming to very quickly… and in a way strongly motivated by machine learning problems… give you enough underpinnings to get you going

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