Fundamentals Of Machine Learning And Deep Learn... Guide
The broadest field, focused on creating systems capable of performing tasks that typically require human intelligence, such as visual perception or decision-making.
Understanding these fields requires viewing them as nested categories: Fundamentals of Machine Learning and Deep Learn...
Machine learning (ML) and deep learning (DL) are specialized branches of artificial intelligence (AI) that enable computers to learn from data to make decisions or predictions. While ML encompasses a broad range of algorithms that often require human intervention to select important data features, DL is a more advanced subset that uses multi-layered "deep" neural networks to automatically discover patterns from raw, complex data. 1. Defining the Hierarchy: AI vs. ML vs. DL The broadest field, focused on creating systems capable