Machine Learning Overview

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Who coined the term 'machine learning'?

John McCarthy

Alan Turing

Marvin Minsky

Arthur Samuel (correct)

Which field of study focuses on exploratory data analysis through unsupervised learning?

Mathematical optimization

Computational statistics

Data mining (correct)

Predictive analytics

What provides the mathematical foundations of machine learning?

Generative artificial neural networks

Mathematical optimization methods (correct)

Large language models

Computational statistics

Which field is known in its application across business problems under the name predictive analytics?

Machine learning Signup and view all the answers

What is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can effectively generalize and perform tasks without explicit instructions?

Machine learning Signup and view all the answers

What is the main focus of machine learning?

Developing algorithms for computers to learn and make predictions Signup and view all the answers

What type of data can be used as input for machine learning algorithms?

Text, images, numbers, structured or unstructured formats Signup and view all the answers

What happens during the training phase of machine learning models?

The model learns to recognize patterns and relationships in the data Signup and view all the answers

What are machine learning algorithms?

Mathematical and statistical techniques that enable a computer to learn from data Signup and view all the answers

In which type of machine learning is the model trained on a labeled dataset?

Supervised learning Signup and view all the answers

Machine Learning Overview

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Questions and Answers

Who coined the term 'machine learning'?

Which field of study focuses on exploratory data analysis through unsupervised learning?

What provides the mathematical foundations of machine learning?

Which field is known in its application across business problems under the name predictive analytics?

What is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can effectively generalize and perform tasks without explicit instructions?

What is the main focus of machine learning?

What type of data can be used as input for machine learning algorithms?

What happens during the training phase of machine learning models?

What are machine learning algorithms?

In which type of machine learning is the model trained on a labeled dataset?

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