October 2018
Beginner
362 pages
9h 32m
English
Content preview from Hands-On Artificial Intelligence for Beginners
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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.
The future – TPUs and more
Google has recently released a new piece of hardware known as the Tensor Processing Unit (TPU), which is specifically designed for AI applications. These TPUs deliver 15-30x higher performance and 30-80x higher performance-per-watt than a CPU or GPU can deliver. Weights in large scale, production-level AI applications can number from five million to 100 million, and these TPUs excel in performing these operations.
TPUs are specifically tailored for TensorFlow processing, and are currently available on Google Cloud for use. If you're interested in exploring their functionality, GCP has a great tutorial (https://cloud.google.com/tpu/docs/quickstart) on how to get started.
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