Results for "deep neural networks"
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6 results
Episodes
StandardSummaries onlyGrokking, Generalization Collapse, and the Dynamics of Training Deep Neural Networks with Charles Martin
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)· Charles Martin· Jun 5, 2025
Today, we're joined by Charles Martin, founder of Calculation Consulting, to discuss Weight Watcher, an open-source tool for analyzing and improving Deep Neural Networks (DNNs) based on principles from theoretical physic…
StandardSummaries onlyIntroduction to Graph Neural Networks (Synthesis Lectures on Artificial Intelligence and Machine Learning)
CyberSecurity Summary· Jun 1, 2026
A comprehensive introduction to Graph Neural Networks (GNNs), a specialized class of deep learning models designed for non-Euclidean data structures. While traditional models like CNNs and RNNs excel at processing grids …
machine-learningdeep-learning- StandardSummaries only
Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
CyberSecurity Summary· May 30, 2026
A comprehensive guide for building intelligent systems using popular Python frameworks like Scikit-Learn and TensorFlow. The author distinguishes between supervised, unsupervised, and reinforcement learning, while also d…
machine-learningdeep-learningtensorflow - StandardSummaries only
Deep Learning from Scratch: Building with Python from First Principles
CyberSecurity Summary· May 17, 2026
A comprehensive understanding of neural networks by building them from first principles using Python and NumPy. The author argues that mastering deep learning requires multiple mental models, specifically representing co…
deep-learning - StandardSummaries only
Introduction to Deep Learning Business Applications for Developers: From Conversational Bots in Customer Service to Medical Image Processing
CyberSecurity Summary· May 31, 2026
A transformative force in modern business and technology, originating from the evolution of artificial neural networks. It explores various architectures, such as convolutional and recurrent networks, which excel at proc…
deep-learning 
StandardSummaries only🔬Searching the Space of All Possible Materials — Prof. Max Welling, CuspAI
Latent Space: The AI Engineer Podcast· Feb 25, 2026
Editor’s note: CuspAI raised a $100m Series A in September and is rumored to have reached a unicorn valuation. They have all-star advisors from Geoff Hinton to Yann Lecun and team of deep domain experts to tackle this ne…
ai