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INTRODUCTION AND STATE                                                                     UNIT    2


              OF ART OF AI, NATURAL


              LANGUAGE PROCESSING


              (NLP), AND POTENTIAL


              USE OF AI



              LEARNING OBJECTIVES
                 Evolution of Artificial Intelligence (AI)
                 Primary Elements of AI
                 Deep Learning
                 Machine Learning
                 Computer Vision
                 Speech Recognition
                 Domain of Natural Language Processing
                 Potential Use of AI
                 AI and Society




              Evolution of Artificial Intelligence (AI)

              Artificial Intelligence first emerged in the year 1956. Since then, the artificial intelligence has evolved by many folds.
              Following diagram depicts the history of AI:

                                                             The word "Artificial Intelligence"  After several reports criticising
                    Allen Newell and Herbert A. Simon        was first adopted by American  progress in AI, government funding
                    created the "first artificial intelligence   computer scientist John McCarthy  and  interest  in  the  field  dropped
                    program" which was named "Logic          at the Dartmouth Conference. For  off during the period from 1974
                    Theorist". This program proved 38        the first time, AI was coined as an  to 1980 which is known as the "AI
                    of 52 Mathematics theorems and   1955    academic field.              winter". The field later revived in the
                    found new and more elegant proofs                                     1980s when the British government
                    for some theorems.                                     1956           started funding it again to compete
                                                                                          with the Japanese.

                                                                                                    1974
                                                  Alan Turing, was an English mathematician, and
                                           1950   pioneered Machine learning. He published "Computing
                                                  Machinery and Intelligence" in which he proposed
                       1943                       a test. The test could check the machine's ability to
                                                  exhibit intelligent behaviour equivalent to human
              The first work now recognised as AI   intelligence, called a Turing test.
              was done by Warren McCulloch and    (Also called “The Imitation Game”)
              Walter Pitts in 1943. They proposed a
              model of artificial neurons.

                                                                IBM's Deep Blue  became  the first  1997
                                                                computer to  beat  a chess  champion-
                                 2011                           Russian grandmaster Garry Kasparov.

                 IBM Watson won the quiz show "Jeopardy!" by beating
                 reigning champions Brad Rutter and Ken Jennings.

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