Machine Learning is considered a sub-classification of the operations with Articial IntelligenceGroup of answer choicesTrueFalse

Breakdown of the Problem

1. Understand the relationship between Machine Learning (ML) and Artificial Intelligence (AI).
2. Analyze the definitions and classifications of both terms.

Relevant Concepts

1. Artificial Intelligence (AI): This refers to the simulation of human intelligence in machines that are designed to think and act like humans. This encompasses a variety of techniques and procedures.

2. Machine Learning (ML): This is a subfield of AI that focuses specifically on algorithms and statistical models that enable computers to perform tasks without specific instructions, relying on patterns and inference instead.

Analysis and Detail

1. Machine Learning is indeed a subset of Artificial Intelligence. It represents one of the many ways to achieve artificial intelligence. While AI includes broader goals, such as reasoning and perception, ML specifically refers to systems that learn from data.

2. Therefore, when discussing the classification, ML falls under the broader umbrella of AI, making the statement true.

Verify and Summarize

1. The relationship between AI and ML is well-established in AI literature and research. Various applications of AI integrate ML techniques today, reinforcing this classification.

Final Answer

True. Machine Learning is a sub-classification of Artificial Intelligence.