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AI APPROACH






                              Rule-based approach                               Learning-based approach


                  Rule-Based Approach


                  A rule-based system uses rules as knowledge representation. These rules are coded a form of
                  the system into the form of if-then-else statements, which help the computer in taking decisions.
                  The idea behind a rule-based system is to use the knowledge of a human expert in a specialised
                  domain and embody it within the computer system.


                  Learning-Based Approach

                  A  computer  system  that  achieves  AI  through  a  machine  learning  technique  is  called  a

                  learning-based approach. This approach is often referred to as a black box because it is not
                  entirely clear how these systems take decisions. This lack of transparency is a major issue for
                  applications involving investments, medical decisions, or military matters, as the approach can
                  be unreliable.
                  Machine learning is a way of achieving AI. It is a branch of AI and is based on the idea that
                  machines can be built to process data and learn on their own. Machine learning is a subset of AI.


                         Restart



                         Artificial intelligence imparts cognitive ability to machines, meaning it can make machines
                       perform tasks in ways that are considered intelligent.

                         According to Howard Gardner’s theories, humans do not just have an intellectual capacity,
                       but also many kinds of intelligence.

                        AI models have two kinds of approaches: Rule-based and Learning-based.




                                                           Checkpoint





                  A.  Tick ( ) the correct option.
                     1.  Which quality do people with visual-spatial intelligence possess?

                        a.  Explaining things well                       b.  Recognising patterns easily

                        c.  Both a & b                                   d.  Good debaters



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