Rather than study how to use AI, students in this machine learning class work with the math that makes the AI work.

Learn how to build a fully connected, feedforward deep neural network from scratch in Python! This tutorial covers the theory, forward propagation, backpropagation, and coding step by step for a hands ...

Over the past decade, deep learning has transformed how artificial intelligence (AI) agents perceive and act in digital ...

LLM papers according to arXiv trends. This is driven by foundation model scale and multimodal extensions. However, ...

The new framework solves AI's "data bottleneck" by automatically generating high-quality training examples from raw screen ...

The field of computational materials science has been profoundly transformed by integrating deep learning and other machine learning methodologies. These sophisticated data-driven approaches have ...

For a long time, the core idea in reinforcement learning (RL) was that AI agents should learn every new task from scratch, like a blank slate. This "tabula rasa" approach led to amazing achievements, ...

Artificial intelligence and deep learning have revolutionized the field of neural data analysis in recent years. The explosion of complex, high-dimensional ...