What is machine learning according to Arthur Samuel?

What is machine learning according to Arthur Samuel?

In 1959, Arthur Samuel, a pioneer in the field of machine learning (ML) defined it as the “field of study that gives computers the ability to learn without being explicitly programmed”. ML can be understood as computational methods that use experience to improve performance or to make accurate predictions.

Who first defined machine learning?

Arthur Samuel first came up with the phrase “Machine Learning” in 1952.

What is a programming technique Arthur Samuel implemented in this checkers program that is commonly used today even outside machine learning architectures?

Since he had only a very limited amount of available computer memory, Samuel implemented what is now called alpha-beta pruning.

What year when Arthur L Samuel created the first checkers program that was used by a computer?

1956
On February 24, 1956, Arthur Samuel’s Checkers program, which was developed for play on the IBM 701, was demonstrated to the public on television. In 1962, self-proclaimed checkers master Robert Nealey played the game on an IBM 7094 computer. The computer won.

What did Arthur Samuel say about machine learning?

Many people seem to agree that Arthur Samuel wrote or said in 1959 that machine learning is the ” Field of study that gives computers the ability to learn without being explicitly programmed “. For example the quote is contained in this page, that one and in Andrew Ng’s ML course.

Who is the founder of machine learning ( ML )?

In 1959, Arthur Samuel, a pioneer in the field of machine learning (ML) defined it as the “field of study that gives computers the ability to learn without being explicitly programmed”. ML can be understood as computational methods that use experience to improve performance or to make accurate predictions.

When did machine learning start without being explicitly programmed?

The definition “without being explicitly programmed” is often attributed to Arthur Samuel, who coined the term “machine learning” in 1959, but the phrase is not found verbatim in this publication, and may be a paraphrase that appeared later.

When did Samuel Jackson start working on machine learning?

Samuel is most known within the AI community for his groundbreaking work in computer checkers in 1959, and seminal research on machine learning, beginning in 1949. He graduated from MIT and taught at MIT and UIUC from 1946 to 1949.