Ethem Alpaydin Books
Ethem Alpaydin is a professor of computer engineering at Boğaziçi University, Istanbul, and a leading researcher in machine learning. He is the author of several influential books on the subject, including 'Introduction to Machine Learning'.
Known for: Machine Learning: The New AI
Books by Ethem Alpaydin
Machine Learning: The New AI
This concise introduction explains how machine learning enables computers to learn from data and improve their performance without explicit programming. It covers the fundamental concepts, algorithms, and applications of machine learning, including supervised and unsupervised learning, neural networks, and deep learning, while also discussing ethical and societal implications.
Read SummaryKey Insights from Ethem Alpaydin
Historical Background
The roots of machine learning extend deep into the early history of artificial intelligence. In the mid-twentieth century, pioneers like Alan Turing asked whether machines could think. The first approaches to artificial intelligence were largely symbolic: researchers built systems that reasoned usin...
From Machine Learning: The New AI
Supervised Learning
Imagine teaching a child to recognize cats. You show examples, label them 'cat' or 'not cat,' and with each example the child becomes better at identifying the correct label. This is supervised learning — the process of learning a function from labeled examples. In formal terms, we seek a mapping fr...
From Machine Learning: The New AI
About Ethem Alpaydin
Ethem Alpaydin is a professor of computer engineering at Boğaziçi University, Istanbul, and a leading researcher in machine learning. He is the author of several influential books on the subject, including 'Introduction to Machine Learning'.
Frequently Asked Questions
Ethem Alpaydin is a professor of computer engineering at Boğaziçi University, Istanbul, and a leading researcher in machine learning. He is the author of several influential books on the subject, including 'Introduction to Machine Learning'.
Read Ethem Alpaydin's books in 15 minutes
Get AI-powered summaries with key insights from 1 book by Ethem Alpaydin.