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SECTION B (Subjective Type Questions)

                 Short answer type questions.
                  1.  Name the four important layers in CNN.

                Ans.  The 4 layers in CNN are:
                    •  Convolutional Layer               • Rectified Linear Unit (ReLU)
                    •  Pooling Layer                     • Fully Connected Layer
                  2.  Why is pooling important in CNN?
                Ans.  It helps in reducing the number of parameters and computation in the network thus making it more manageable and
                    improving the efficiency of the whole system.

                  3.  What is a No-Code AI tool?
                Ans.  A No-Code AI tool is a software platform that allows users to build, deploy, and manage Teachable Machine is designed
                    to make artificial intelligence (AI), machine learning (ML), and deep learning (DL) accessible to everyone, including
                    beginners with no technical background.
                  4.  Define Convolution.

                Ans.  Convolution is defined as a simple Mathematical operation that multiplies two numeric arrays of the same dimensions
                    but different sizes to produce a third numeric array of the same dimensions.
                  5.  What makes No-Code AI tools a game-changer for businesses?

                Ans.  No-Code AI tools allow businesses to integrate AI solutions without the need for specialised technical teams, reducing
                    the time and cost involved in AI model development.

                  6.  Why are No-Code AI platforms gaining popularity?
                Ans.  No-Code  AI  platforms  are  gaining  popularity  because  they  make  AI  accessible  to  a  broader  audience,  allowing
                    businesses and individuals without coding expertise to develop and deploy AI models.


                                                     Unsolved Questions



                                               SECTION A (Objective Type Questions)
                    uiz
                 Tick ( ) the correct option.

                  1.  What does data preparation involve in No-Code AI platforms?
                    a.  Writing complex algorithms                     b.  Cleaning, organising, and preprocessing data
                    c.  Ignoring missing values                        d.  Only collecting new data
                  2.  Teachable Machine supports which types of input data?

                    a.  Images only                                    b.  Audio only
                    c.  Images, Audio, and Poses                       d.  Text only

                  3.  Which of the following tasks cannot be performed using Orange?
                    a.  Clustering                                     b.  Regression
                    c.   Image editing                                 d.  Classification





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