WorksheetsNEURAL NETWORKS
Total questions: 20
Worksheet time: 10mins
1. Which of the following models works on continuous data?
Classification
Regression
Modularisation
Reinforcement
2. The job of which of the following layer is to acquire data and feed it to the neural network?
Input
Hidden
Output
Last
3. In which of the following model, the dataset fed to the machine is labelled?
Unsupervised Learning
Rule Based
Learning Based
Reinforcement Learning
4. Which of the following model, the core processing units of the network?
Cells
Brain
Neurons
Machines
5. What kind of datasets are primarily used by neural networks for solving problems?
Mentioned
Visual
Continuous
Large
6. The input can be complex and _______ for ANN to use it to generate the desired output.
Lagre
Discreet
Non linear
Visual
7. In classification, you teach the machine to perform with what kind of data?
Labelled
Large
Complex
Continuous
8. Which layer is present in between input and output layers?
Middle
Next
Process
Hidden
9. Each node of hidden layer has its own ______ algorithm which is executes on the data received by the input layer.
Machine learning
Machine fed
Rule based
AI
10. Which of the following is artificially created efficient computing systems designed the human brain?
AI
BNN
ANN
CNN
11. Which of the following AI model gets trained on the data fed to it and then is able to design a model that is adaptive to change in data?
Rule based
Learning based
Machine learning
Deep learning
12. Which is the only type of data regression works with?
Intermittent Data
Continuous Data
Partially Linear Data
Step Function Data
13. Which one of the following is the full form of ANN?
Absolute Neural Network
Amplified Neural Network
Artificial Neural Network
None of these
14. Clustering is an example of which kind of approach?
Learning based approach
Machine learning approach
Rule based approach
ANN approach
15. Which layer receives processed data by the hidden layers?
Input layer
Output layer
Next layer
Process layer
16. A neural network is divided into multiple layers and each layer is further divided into several blocks. What are these blocks known as?
Nodes
Axons
Neurons
Dataset
17. Which one of the following in the human brain receive the impulse and pass on to the cell body of the neuron?
Axons
Dendrites
Synapses
Layers
18. Which layer receives processed data by the hidden layers?
Input Layer
Output Layer
Next Layer
Process Layer
19. The best clustering is the one that _____ the error.
Removes
Minimizes
Cluster
Increase
20. Which of the following carries the signal from the brain or spinal cord to the organs, glands or muscles to carry out voluntary movements?
Sensory neuron
Motor neuron
Interneuron
Neuron
