North Carolina State University: New Approach Finds Privacy Vulnerability and Performance Are Intertwined in AI Neural Networks

North Carolina State University: New Approach Finds Privacy Vulnerability and Performance Are Intertwined in AI Neural Networks . “Researchers have discovered that some of the elements of AI …

Mastering Modern Time Series Forecasting

Mastering Modern Time Series Forecasting – the all‑in‑one, hands‑on guide (early access) that arms you with intuitive code, real-world case studies, and the latest methods—from ARIMA to transformers and FTSMs—for building production‑ready forecasting systems in Python.

The Hundred-Page Language Models Course

Intuitions for Transformer Circuits

A mental model for addressing the residual stream

tinygrad: A simple and powerful neural network framework

AI

Yesterday at lunch a friend asked me what tech trend he should pay attention to but was probably ignoring. Without thinking much I said “artificial intelligence”, but having thought about that a...

AI Masterclass

About the Track: AI Masterclass Artificial Intelligence is reshaping the way we live, work, and build technology. The AI Masterclass Track brings together three powerful courses from world-class experts to give you a comprehensive, practical, and hands-on education in the age of AI. Whether you want to understand the big picture, apply AI patterns in real-world software, or dive deep into the mathematics and code behind large language models, this Track has you covered. Why take this Track? Together, these three courses form a complete journey through today’s AI landscape—from understanding generative AI at a strategic and practical level, to applying proven patterns in software development, to mastering the technical foundations of LLMs. You’ll gain not only knowledge but also exercises, quizzes, and code examples that ensure you can confidently apply what you’ve learned in your work. Don’t fall behind or just keep up with AI—master it. Courses Included Generative AI in a Nutshell - Henrik Kniberg A fast-paced, visual, and practical guide to the strange new world of Generative AI. With Henrik’s signature hand-drawn illustrations and down-to-earth explanations, you’ll explore what generative AI is, how it works, how to use it, and how to lead through this transformation—without drowning in jargon or hype. Patterns of Application Development Using AI - Obie Fernandez Learn pragmatic patterns and principles for integrating AI into real-world applications. Drawing from his experience building an AI-powered platform, Obie introduces practical design patterns like “Multitude of Workers” and “Self-Healing Data,” helping you unlock the power of AI in adaptive, user-centric systems. The Hundred-Page Language Models Course - Andriy Burkov A concise yet thorough guide to modern Large Language Models, blending math, illustrations, and hands-on coding. You’ll build your own models from scratch in Python, understand transformers, and explore instruction fine-tuning—all while benefiting from Andriy’s clear explanations and exclusive video content.