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Introduction to Machine Learning

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.
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