من الـPixels للـ Parameters: اساسيات الـ GPU و الـ Model Training

Artificial Intelligence | AI on Instagram: "The chain rule is a basic idea from calculus that helps us understand how changes in one variable affect another through a chain of functions. In simple terms, if one thing affects a second thing, and that second thing affects a third, we can multiply the rates of change (derivatives) to find the overall effect. This is especially useful in artificial neural networks (ANNs), where each layer transforms its input and passes it to the next. During traini

Motivational quotes on Instagram: "Geoffrey Hinton, one of the pioneers of modern AI, was awarded the Nobel Prize in 2024 for his work on neural networks. He’s often called the Godfather of AI for co-developing the backpropagation algorithm in the 1980s, which laid the foundation for today’s deep learning systems. Until 2023, he worked at Google, where he helped lead AI research. He left the company so he could speak freely about the risks he believes AI now poses. In his Nobel Prize speech, Hin