November 2019
Intermediate to advanced
360 pages
8h 31m
English
Content preview from AI Crash Course
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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.
12
Deep Convolutional Q-Learning
Now that you understand how Artificial Neural Networks (ANNs) work, you're ready to tackle an incredibly useful tool, mostly used when dealing with images—Convolutional Neural Networks (CNNs). To put it simply, CNNs allow your AI to see images in real time as if it had eyes.
We will tackle them in the following steps:
- What are CNNs used for?
- How do CNNs work?
- Convolution
- Max pooling
- Flattening
- Full connection
Once you've understood those steps, you'll understand CNNs, and how they can be used in deep convolutional Q-learning.
What are CNNs used for?
CNNs are mostly used with images or videos, and sometimes with text to tackle Natural Language Processing (NLP) problems. They are often used in object recognition, ...
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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.Julian F.
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.