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Have  you  ever  wondered  how  maps  in  your  smartphone  are  able  to  guide  you  to  take  the
               fastest route to your destination by analyzing real-time data, such as traffic congestion? On
               uploading a photo on a social networking site, has it ever happened that your friends in the
               photograph  were  recognized  and  tagged  automatically?  These  are  some  of  the  examples  of
               application of Artificial Intelligence. The intelligent digital personal assistants like Siri, Google
               Now, Cortana, Alexa are all powered by AI. Artificial Intelligence endeavours to simulate the
               natural intelligence of human beings into machines, thus making them behave intelligently.
               Thus, Artificial Intelligence aims to create Expert Systems, i.e., systems which display intelligent
               behaviour, learn, demonstrate, explain and advice its users. AI also aims at implementing human
               intelligence in machines by creating systems that can understand, think, learn and behave like
               humans.
                 Applications of AI:

                    The applications of Artificial Intelligence are endless. The technology can be applied to
                    different sectors and industries. AI is being tested and used in the health care industry

                    for dosing drugs,  various  other  treatments,  and  also  for surgical procedures  in  the
                    operating room.
                    Apart from the above important applications, AI has been dominant in various other fields
                    such as:
                                                                            Artifical Intelligence
                       •  Gaming                                       Predictive    Text-to-       Image
                                                                       Analytics     Speech         Recognition
                                                                           Deep          Speech-        Machine
                       •  Natural Language Processing                      Learning      to-Text        Vision
                                                                        Machine        Speech         Vision
                       •  Expert Systems                                Learning
                       •  Vision Systems
           Supplement – Informatics Practices with Python–XI
                                                                              Classi cation
                       •  Speech Recognition                                  Translation
                                                                  Natural Language  Data  Expert  Planning &  Robotics
                       •  Handwriting Recognition                 Processing (NLP)  Extracion  Systems  Optimization
                                                              Fig. 12.1: Applications of Artificial Intelligence (AI)
                       •  Intelligent Robots

               Thus,  we  may  say  that  Artificial  Intelligence  is  a  field  of  science  and  technology  based  on
               disciplines  such  as  Computer  Science,  Biology,  Psychology,  Linguistics,  Mathematics  and
               Engineering.
               12.2.1 Machine Learning

               Machine  Learning  is  an  application  of  Artificial  Intelligence  (AI).  It  focuses  on  providing
               systems which enable the computer to automatically learn and improve without being explicitly
               programmed.  Learning  from  the  previous  tasks  handled  by  the  machine  leads  to  better
               intelligence  with  better  response  to  new  inputs  and  situations  in  the  future.  This  is  called
               machine learning.

               Machine Learning focuses on development of computer programs that can access data and use
               it themselves and learn from it.









            12.2
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