ENGINEERINGSTUDYTECH314

  Aktu quiz-7 artificial intelligence answers     Q:1.  Applications of Deep Learning are: 1. Self-driving cars 2. Fake news detection 3.Virtual Assistants 4. All the above Solution- 4. All the above Reason-  Self-driving cars, Fake news detection and virtual assistants all are the applications of deep learning including healthcare, fraud detection etc.. Q:2.  The inputs for a single layer neural network are 1, 3, 2 and the weights of links connecting input neurons to the output neuron are 2, 2, and 3 then the output will be (Identity activation function is used in output neuron): 1. 6 2. 14 3. 12 4. None of the above Solution- 2. 14 Reason-  by using this formula – Output = w1 * x1 + w2 * x2 + w3 * x3 Q:3.  Which of the following is not a type of Artificial Neural Network? 1. Perceptron 2. Radial Basis Functions 3. Random Forest 4. Autoencoder Solution- 3. Random Forest Reason-  Both the  Random Forest  and  Neural Networks ...

    Aktu quiz ans.-8 artificial intelligence Q:1.  The incorrect statement for a Convolutional Neural Network are: 1. The height and width of the filter in CNN must be less than the size of input 2. The Pooling layer progressively increases the spatial size of the representation 3. It uses both linear and non-linear activation functions 4. The last few layers are fully connected layers and computation on these layers are very time consuming Solution-   1. The height and width of the filter in CNN must be less than the size of input Reason-  This is because the height and width of the filter in CNN must not be less than the size of input. Q:2.  A Convolutional Neural Network is able to successfully capture the Spatial and Temporal dependencies: 1. True 2. False Solution- 1.True Reason-  Yes this true, because a ConvNet is  able to successfully capture the Spatial and Temporal dependencies  in an image through the application of relevant f...