Page 141 - Robotics and AI class 10
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                 1.   Which learning can be used to train machines to learn from data?




                 2.   What are data features?









                                                                                          #Digital Literacy
                        Task


                 Check out the website or scan the QR Code: https://lipsync.withyoutube.com/
                 An AI-powered challenge that rates how closely your lip-syncing matches the song! This experiment uses
                 Google’s AI technology TensorFlow.js. The TensorFlow model provides a real-time high-density estimate
                 of key points of your facial expression using only a webcam. Through machine learning in your browser,
                 the key points around the mouth and lips are analysed to estimate how well you synchronize to the lyrics
                 of the song!







                      At a Glance


                  • In today's rapidly advancing technological landscape, automated and autonomous systems have emerged as key
                  components of various industries and sectors.
                  • The automated and autonomous systems represent different levels of control, decision-making, and adaptability,
                  depending on the specific tasks they are designed to perform.
                  • Decision making is the process of comparing our different alternatives and coming to a conclusion on what exactly
                  we want to do.
                  • The Decision Making in Humans is Subjective and is based on sentiment, feeling, belief, etc., which are defined by
                  ethics, morals, and values followed by an individual.
                  • "Object classification" is still a challenge/issue in computer vision systems.
                  • Machine  learning  is  an  application  of  Artificial  Intelligence  (AI)  that  enables  systems  to  learn  and  improve
                  automatically from experience without the need for explicit programming.
                  • Data is a piece of raw information or facts and statistics collected together for reference or analysis.
                  • In the data acquisition stage, it's very important that the data we provide to an AI project is relevant.
                  • The instructions to the machine are given in the form of Algorithms/Programs which are understood by machines
                  and accordingly processed.
                  • Application Programming Interface are a set of functions and procedures that allow one application to connect to
                  another.
                  • Natural language processing can be used to teach machines to understand the nuances of human language.




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