Machine learning is a subfield of artificial intelligence, which explores how to computationally simulate (or surpass) humanlike intelligence. While some AI techniques (such as expert systems) use ...

Machine Learning (ML) algorithms have revolutionized various domains by enabling data-driven decision-making and automation.

Understanding the Evolution of AI Artificial intelligence (AI) has evolved dramatically over the past few decades, transitioning from theoretical concepts to practical applications that influence ...

This course covers three major algorithmic topics in machine learning. Half of the course is devoted to reinforcement learning with the focus on the policy gradient and deep Q-network algorithms. The ...