October 2020
Intermediate to advanced
475 pages
11h 39m
English
Content preview from Artificial Intelligence in Finance
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.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.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.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.
Part I. Machine Intelligence
Today’s algorithmic trading programs are relatively simple and make only limited use of AI. This is sure to change.
Murray Shanahan (2015)
This part is about artificial intelligence (AI) in general: artificial in the sense that the intelligence is not displayed by a biological organism but rather by a machine, and intelligence as defined by AI researcher Max Tegmark as the “ability to accomplish complex goals.” This part introduces central notions and algorithms from the AI field, gives examples of major recent breakthroughs, and discusses aspects of superintelligence. It consists of two chapters:
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Chapter 1 introduces general notions, ideas, and definitions from the field of AI. It also provides several Python examples of how different algorithms can be applied in practice.
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Chapter 2 discusses concepts and topics related to artificial general intelligence (AGI) and superintelligence (SI). These types of intelligence relate to AI agents that have reached at least human-level intelligence in all domains and super-human intelligence in certain domains.
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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.