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    Ask
                                                                           AGENT
                                                            OrangeAI
                        If two different patterns lead to the same outcome, how do we decide which one to follow?

                               Study

                                        What will come in place of "?" in the given series?
                                        A!1, B@2, C#3, D$4, E!5, F@6, ?, H$8

                                                a)  G!7                                            b)  G#7

                                                c)  G@7                                            d)  H#7

                      RECOGNISING REPEATED ACTIONS OR EVENTS

                      Recognising repeated actions or events means noticing things that happen over and over again in
                      a certain way. For example, you might notice that every time it rains, your shoes get wet or that
                      you feel more energetic after a good night’s sleep. These repetitions create patterns or habits that
                      can be predicted. Recognising these patterns helps you make better choices. For instance, if you
                      feel more focused after exercising in the morning, you can make it part of your daily routine.

                      Methods of Recognising Repeated Actions or Events

                      Some  methods to recognise repeated  actions  or  events are as
                      follows:

                        Observation: This is the easiest  way to  notice  patterns.  By
                         watching an event or action over time, you can see if it repeats.
                         For example, if  a  student  practices  every  day  and  their
                         performance improves, you can see that practice is making a
                         difference.

                                                       Time series analysis: This method looks at data collected over

                                                        time  to find patterns  like  seasons  or trends. For  example,
                                                        checking  monthly sales data  might  show that  sales increase
                                                        every holiday season.

                        Data visualisation: Visual tools like graphs, charts and histograms
                         can help make repetitive patterns in data more apparent. By
                         visualising the data, it becomes easier to spot sequences that
                         repeat, such as spikes in website traffic during certain hours or days
                         of the week. This makes it simpler to understand patterns without

                         sifting through large datasets.

                      56         Artificial Intelligence (CT & AI)-VI

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