July 2025
Beginner
752 pages
19h
English
book
Artificial Intelligence All-in-One For Dummies
by Chris Minnick, John Paul Mueller, Luca Massaron, Stephanie Diamond, Pam Baker, Daniel Stanton, Shiv Singh, Paul Mladjenovic, Sheryl Lindsell-Roberts, Jeffrey Allan
Content preview from Artificial Intelligence All-in-One For Dummies
Become 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,
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.
Chapter 5
Parsing Machine Learning and Deep Learning
IN THIS CHAPTER
Defining AI terms
Processing natural language
Interpreting transformers and tokens
Knowing the limitations of AI
Practicing responsible AI
In this chapter, we cover some of the basics of machine learning, deep learning, and generative AI. Although it’s fully possible to use AI tools such as ChatGPT without understanding the science and math behind them, a basic understanding of how machine learning and generative AI work will help you use these tools more effectively.
Decoding Machine and Deep Learning
When you first encounter a generative AI tool such as ChatGPT, it can seem like magic. Some people even speculate that generative AI tools are conscious and capable of thinking and having emotions. Knowing how these tools were created and how they work will quickly dispel that notion — or make you think differently about consciousness, but that’s a subject for a philosophy book, not a coding book.
Defining key ...
Become 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,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
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.