December 2023
Intermediate to advanced
182 pages
5h 42m
English
Content preview from Age of Agency
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Chapter 6 Coming to Terms with What AI Can and Cannot Do
Types and Techniques of AI
Machine learning (ML) models use algorithms to receive input data, learn patterns within the data, and make decisions or predictions based on those patterns. It’s like a child learning to recognize dogs – with exposure to various breeds, sizes, and colours of dogs, the child learns the commonalities that make a dog a dog.
As mentioned in the previous chapter, there are three important types of machine learning: supervised, unsupervised, and reinforcement learning.
Supervised learning is akin to learning with a teacher. It involves training an algorithm on a labelled dataset – a dataset where the desired outcome is known. For instance, ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.