The concept of intelligence in machine learning (ML) is frequently discussed yet often misunderstood. To provide a thorough answer, it is critical to clarify what "intelligence" signifies in the context of machine learning, trace where it resides within ML systems, and illustrate its manifestations with practical examples, particularly within the context of modern cloud-based platforms