Teaching Machines to Learn: Inside the Training of Neural Networks - Level 1
We break down how neural networks learn from data, starting with forward and backward passes, loss functions, and optimization methods like gradient descent. We cover common hurdles—including vanishi...
6 Dec 202419min
Demystifying ANNs: The Brain-Inspired Marvel of AI - Level 1
Dive into the fascinating world of Artificial Neural Networks (ANNs) in this episode, where we explore their structure, function, and real-world applications. Inspired by the human brain, ANNs are the...
5 Dec 202417min
Deep Learning Fundamentals - Level 1
Join us as we explore the fascinating world of Deep Learning! This podcast will break down complex concepts into digestible pieces, covering everything from basic building blocks like neural networks,...
1 Dec 202411min
Generative Agent Simulations of 1,000 People
Imagine a world where scientists can simulate human behavior with incredible accuracy. Researchers at Stanford University have developed a new tool called "generative agents" that does just that. Thes...
27 Nov 202428min
Attention Is All You Need - Level 6
The Transformer: Revolutionizing Sequence Transduction with Self-Attention This episode explores the groundbreaking Transformer, a novel neural network architecture that has transformed the field of ...
27 Nov 202415min
