Artificial Intelligence and Machine Learning: From Theory to Applications

AI and machine learning have moved from research to become integral to many industries. From recommendation systems to computer vision and autonomous systems, ML models enable new capabilities across sectors.

Deep learning has achieved remarkable results in image recognition and language translation. Transfer learning has made it easier for organizations to apply AI without massive datasets. Real-world deployment brings challenges in fairness, bias, and trust.