Introduction to Machine Learning
Machine Learning (ML) is a field of Artificial Intelligence (AI) that enables computer systems to learn from data or past experiences without being explicitly programmed for every specific task. Instead of providing step-by-step instructions, we give the machine data, and it discovers patterns and rules to perform a task.
Definition
- ✔ Machine Learning (ML) is a field of Artificial Intelligence (AI) that enables computer systems to learn from data or past experiences without being explicitly programmed for every specific task. Instead of providing step-by-step instructions, we give the machine data, and it discovers patterns and rules to perform a task.
Core Goal
- ✖ To build systems that can improve their performance on a given task over time, as they are exposed to more data or experience. This is achieved by optimizing a specific performance criterion using example data.