Why Machines Learn: The Elegant Math Behind AI with Anil Ananthaswamy | SparX by Mukesh Bansal

Anil Ananthaswamy is a renowned science writer and journalist who has written extensively on various scientific topics. In his latest book "Why Machines Learn", Anil explores the fascinating world of artificial intelligence and machine learning. He reveals the intricate mechanisms and complex algorithms that underlie these cutting-edge technologies. Join us for a fascinating conversation with science writer Anil Ananthaswamy as he shares insights from his book and sheds light on the rapidly evolving field of AI. Tune in to gain a deeper understanding of how these machines work at a basic mathematics level. Resource List - Why Machines Learn, book by Anil Ananthaswamy - https://amzn.in/d/bmirU45 Dartmouth Summer Research Project on Artificial Intelligence - https://home.dartmouth.edu/about/artificial-intelligence-ai-coined-dartmouth What is the Perceptron artificial neural network? - https://www.geeksforgeeks.org/what-is-perceptron-the-simplest-artificial-neural-network/ Read about the McCulloch-Pitts Artificial Neuron - https://towardsdatascience.com/mcculloch-pitts-model-5fdf65ac5dd1 Nobel Prize in Physics 2024 - https://www.nobelprize.org/prizes/physics/2024/press-release/ What is the Hopfield Neural Network? - https://www.geeksforgeeks.org/hopfield-neural-network/ Read about Backpropagation - https://en.wikipedia.org/wiki/Backpropagation “Learning representations by back-propagating errors”, paper by Geoffrey Hinton, David Rumelhart and Ronald Williams - https://www.nature.com/articles/323533a0 AlexNet by Geoffery Hinton and team - https://en.wikipedia.org/wiki/AlexNet What is ImageNet? - https://www.image-net.org/about.php ‘Attention Is All You Need’, transformer architecture paper - https://proceedings.neurips.cc/paper_files/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf What are Neural Scaling Laws? - https://en.wikipedia.org/wiki/Neural_scaling_law NeuroAI - https://neuro-ai.com/ About SparX by Mukesh Bansal SparX is a podcast where we delve into cutting-edge scientific research, stories from impact-makers and tools for unlocking the secrets to human potential and growth. We believe that entrepreneurship, fitness and the science of productivity is at the forefront of the India Story; the country is at the cusp of greatness and at SparX, we wish to make these tools accessible for every generation of Indians to be able to make the most of the opportunities around us. In a new episode every Sunday, our host Mukesh Bansal (Founder Myntra and Cult.fit) will talk to guests from all walks of life and also break down everything he's learnt about the science of impact over the course of his 20-year long career. This is the India Century, and we're enthusiastic to start this journey with you. Follow us on Instagram: / sparxbymukeshbansal Website: https://www.sparxbymukeshbansal.com You can also listen to SparX on all audio platforms Fasion | Outbreak | Courtesy EpidemicSound.com