Page 146 - Robotics and AI class 10
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4.  Autonomous systems are deterministic in nature.                                          ……….……
            5.  APIs are a set of functions and procedures that allow one application to connect to another.   ……….……


        D.  Match the following.
            1  Deep Learning                                a.  Robotic Arms
            2  Surveys                                      b.  Human language

            3  Automatic Systems                            c.  Algorithm
            4  NLP                                          d.  Data source
            5  Programming                                  e.  Subset of Machine Learning


                                         SECTION B (Subjective Type Questions)

        A.  Short answer type questions:
            1.  What is decision making?
            2.  What is Model Selection in machine learning?

            3.  What is the purpose of training the model in the machine learning process?
            4.  Discuss the importance of testing, evaluating, and tuning the model in achieving better results.

        B.  Long answer type questions:

            1.  AI is a bigger picture and machine learning and deep learning are its sub parts. Explain.
            2.  Differentiate between machine learning and Deep learning.
            3.  How does decision-making in humans differ from decision-making in machines?

            4.  How programming and algorithms can be used to teach machines subjective decision making?
            5.  What is decision making in AI?

        C.  Competency-based/Application-based questions:                           #Digital Literacy

            1.  It involves writing  a software that  can automatically collect data  from various web pages. Sophisticated bots use
              AI to find the appropriate data on a page and copy it to the appropriate data field to be processed by an analytics
              application. The data can be extracted from:

              a.  Questionnaires
              b.  Cameras
              c.  Sensors
              d.  Web scraping

            2.  Choose the correct statement related to Machine Learning:

              Statement i: It is a subset of Artificial Intelligence which enables machines to improve at tasks with experience.
              Statement ii: It enables machines to learn by themselves using the provided data and make accurate Predictions/
              Decisions.
              a.  Only Statement i is correct

              b.  Both the Statements i and ii are correct
              c.  Both the Statements i and ii are incorrect
              d.  Only Statement ii is correct



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