8min chapter

How AI Is Built  cover image

Numbers, categories, locations, images, text. How to embed the world? | S2 E9

How AI Is Built

CHAPTER

Embedding Data in Machine Learning

This chapter focuses on the various techniques for embedding numerical and categorical data in machine learning, including logarithmic transformations and one-hot encoding. It addresses challenges related to data representation, memory usage, and the importance of expressive power in enhancing system performance.

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