Mutual Information: How ideas from information theory influence machine learning
Author(s): Mahmoud Abdelaziz, PhD Originally published on Towards AI. What Is Mutual Information? Mutual information is a concept from information theory that tells us how much one variable X tells us about another Y. In simpler terms, it’s a way to measure …
The Deep Synergy Between Telecommunications and Machine Learning
Author(s): Mahmoud Abdelaziz, PhD Originally published on Towards AI. Where Signals Meet Intelligence This Image is AI generated Telecommunications and machine learning may seem like distant cousins — one rooted in signals, antennas, and physical channels, the other in data, prediction, and …
The Ethical Challenges of Artificial Intelligence: Unanswered Questions
Author(s): Mahmoud Abdelaziz, PhD Originally published on Towards AI. Photo by Alex Knight on Unsplash Artificial intelligence (AI) is no longer science fiction—it’s here, reshaping industries, influencing decisions, and even altering how we interact with the world. From diagnosing diseases to composing …