August 2024
Intermediate to advanced
374 pages
8h 44m
English
Content preview from Machine Learning in ElixirBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Understanding Machine Learning Math
Mathematics is the foundation of every scientific field. Machine learning is no different. The earliest machine learning research was born from theoretical mathematical analysis. Researchers working in machine learning lacked sufficient computing power and data to test their ideas. As a result, machine learning was often overlooked in favor of expert systems and more logical approaches to artificial intelligence.
Expert systems and logic-based approaches generally centered around the idea that it should be possible to “create” intelligence from a finite set of rules and logical primitives. Programming languages like Prolog stemmed from this belief. Today, with an abundance of computing power and data, machine ...
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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.