Automated reasoning and Machine learning

Shortcuts: Differences, Similarities, Jaccard Similarity Coefficient, References.

Difference between Automated reasoning and Machine learning

Automated reasoning vs. Machine learning

Automated reasoning is an area of computer science and mathematical logic dedicated to understanding different aspects of reasoning. Machine learning is a subset of artificial intelligence in the field of computer science that often uses statistical techniques to give computers the ability to "learn" (i.e., progressively improve performance on a specific task) with data, without being explicitly programmed.

Similarities between Automated reasoning and Machine learning

Automated reasoning and Machine learning have 8 things in common (in Unionpedia): Artificial intelligence, Automated machine learning, Automated theorem proving, Computer program, Computer science, Logic programming, Stanford University, Theoretical computer science.

Artificial intelligence

Artificial intelligence (AI, also machine intelligence, MI) is intelligence demonstrated by machines, in contrast to the natural intelligence (NI) displayed by humans and other animals.

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Automated machine learning

Automated machine learning (AutoML) is the process of automating the end-to-end process of applying machine learning to real-world problems.

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Automated theorem proving

Automated theorem proving (also known as ATP or automated deduction) is a subfield of automated reasoning and mathematical logic dealing with proving mathematical theorems by computer programs.

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Computer program

A computer program is a collection of instructions for performing a specific task that is designed to solve a specific class of problems.

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Computer science

Computer science deals with the theoretical foundations of information and computation, together with practical techniques for the implementation and application of these foundations.

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Logic programming

Logic programming is a type of programming paradigm which is largely based on formal logic.

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Stanford University

Stanford University (officially Leland Stanford Junior University, colloquially the Farm) is a private research university in Stanford, California.

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Theoretical computer science

Theoretical computer science, or TCS, is a subset of general computer science and mathematics that focuses on more mathematical topics of computing and includes the theory of computation.

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The list above answers the following questions

What Automated reasoning and Machine learning have in common
What are the similarities between Automated reasoning and Machine learning

Automated reasoning and Machine learning Comparison

Automated reasoning has 79 relations, while Machine learning has 254. As they have in common 8, the Jaccard index is 2.40% = 8 / (79 + 254).

References

This article shows the relationship between Automated reasoning and Machine learning. To access each article from which the information was extracted, please visit:

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