With countless applications and a combination of approachability and power, Python is one of the most popular programming ...

Class Disrupted guest Irina Jurenka on large language models in education: ‘The stakes are so much higher in learning than in other use cases.’ ...

Abstract: This article presents an in-depth exploration of machine learning (ML) and deep learning (DL) for the optimization and design of dual-band antennas in Internet of Things (IoT) applications.

Overview: Master deep learning with these 10 essential books blending math, code, and real-world AI applications for lasting ...

Build the AdamW optimizer from scratch in Python. Learn how it improves training stability and generalization in deep ...

Abstract: Accurate cultivated land parcels’ (CLPs) information is essential for precision agriculture. Deep learning methods have shown great potential in CLPs’ delineation but face challenges in ...

Learn how to implement the Adadelta optimization algorithm from scratch in Python. This tutorial explains the math behind Adadelta, why it was introduced as an improvement over Adagrad, and guides you ...

The efficacy of deep residual networks is fundamentally predicated on the identity shortcut connection. While this mechanism effectively mitigates the vanishing gradient problem, it imposes a strictly ...