Hands-On Machine Learning Recommender Systems with Apache Spark by Ernesto Lee

Author:Ernesto Lee [Ernesto Lee]
Language: eng
Format: epub

Introduction to Artificial Intelligence

What is AI?

As quoted by John McCarthy, one of the founders of the discipline of artificial intelligence:

“Artificial Intelligence is the science and engineering of making intelligent machines, especially intelligent computer programs”.

AI is an approach to make computers solve problems by learning from their previous mistakes. Simply put, artificial intelligence aims to make computers work like a human brain and perform intellectual tasks similar to humans. The purpose of AI is to improve computer functions which involve intelligence. Intelligence can be defined as reasoning, learning, problem solving, perception and linguistic intelligence.

The applications of Artificial Intelligence include Natural Language Processing (NLP), gaming, speech recognition, handwriting recognition, robotics, vision systems etc. Artificial Intelligence is a broad concept which simulates human intelligence while Machine Learning is a subset of AI and deep learning is a subset of Machine Learning. They key is that while AI focuses on simulating intelligence, machine learning focuses on actual learning.

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