Human and AI Interaction | 2.4 – Introduction to Neural Networks | Purdue University
Welcome to week 2.4 of Human and AI Interaction! In this lecture, Assistant Professor Ankita Raturi of Agricultural & Biological Engineering at Purdue University discusses the ins and outs of neural networks. Starting with an overview of the machine learning workflow, Professor Raturi explains how models learn from data. Then, we dive into the fascinating history and fundamentals of neural networks, the biology behind them, and the early theories that led to their development. From the construction of neural networks to the role of artificial neurons as computational units, this lesson covers it all. End the lecture with a review of popular neural network architectures and how they learn. This introduction to neural networks serves as the foundation for the rest of the course.
Stay updated with more lectures from Professor Raturi and other distinguished professors at Purdue by subscribing to Purdue University Online.
Learn how you can take courses like this one from Purdue University Online by visiting online.purdue.edu.
Welcome to week 2.4 of Human and AI Interaction! In this lecture, Assistant Professor Ankita Raturi of Agricultural & Biological Engineering at Purdue University discusses the ins and outs of neural networks. Starting with an overview of the machine learning workflow, Professor Raturi explains how models learn from data. Then, we dive into the fascinating history and fundamentals of neural networks, the biology behind them, and the early theories that led to their development. From the construction of neural networks to the role of artificial neurons as computational units, this lesson covers it all. End the lecture with a review of popular neural network architectures and how they learn. This introduction to neural networks serves as the foundation for the rest of the course.
Stay updated with more lectures from Professor Raturi and other distinguished professors at Purdue by subscribing to Purdue University Online.
Learn how you can take courses like this one from Purdue University Online by visiting online.purdue.edu.