April 2025
Intermediate
384 pages
11h 15m
English
Content preview from Machine Learning and AI with Simple Python and Matlab Scripts
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.
Preface
This book is an introduction to artificial intelligence (AI)‐based problem solving techniques, together with the basic concepts they originated from and their computational principles. Readers will see how several real‐life problems can be modelled so that AI methods can be applied to solve them.
Each chapter focuses on a realistic challenge but with reduced dimensions, presenting a simple, easy‐to‐follow solution as both Python and Matlab scripts. Projects include making financial stock market predictions based on text messages from famous people, algorithmic trading of financial assets, bike rental predictions for the City of London, personalized prediction of Alzheimer's disease based on genetic information, speech recognition, chatbot implementation and translation of written text from one language to another.
The emphasis on these projects is not to write programs to implement the AI algorithms in computer languages but rather to demonstrate the relative simplicity of the AI algorithms used to solve these problems.
After finishing this book, it will become apparent to the reader that although much has been accomplished in the world of AI, there is still much more to be learned. This book will prepare them for tackling a wide range of complex problems by applying cutting‐edge AI techniques and advancing on new frontiers.
About the cover: Yeni Arkadaş (New Friend) by Mümtaz Yener (private collection of his daughter Prof. Dr. Nina Göksun Say‐Yener).
Mümtaz Yener
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.