NPTEL Deep Learning Week 4 Assignment Answers 2024

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NPTEL Deep Learning Week 4 Assignment Answers 2024

1.

NPTEL Deep Learning Week 4 Assignment Answers 2024
Answer :- For Answer Click Here 

2.

NPTEL Deep Learning Week 4 Assignment Answers 2024
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3. Which among the following options give the range for a logistic function?

a. -1 to 1
b. -1 to 0
c. 0 to 1
d. O to infinity

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4. Input to SoftMax activation function is [5,3,4]. What will be the output?

a. [0.58,0.11, 0.31]
b. [0.43,0.24, 0.33]
с. [0.60,0.10,0.30]
d. [0.67, 0.09,0.24)

Answer :- 

5. Which of the following options is true?

a. In Batch Gradient Descent, a small batch of sample is selected randomly instead
of the whole data set for each iteration.
b. In Batch Gradient Descent, the whole data set is processed together for update
in each iteration.
c. Batch Gradient Descent considers only one sample for updates and has noisier
updates.
d. Batch Gradient Descent produces noisier updates than Stochastic Gradient
Descent

Answer :- 

6. Choose the correct option:

i) Inability of a model to obtain sufficiently low training error is termed as Overfitting
ii) Inability of a model to reduce large margin between training and testing error is termed as Overfitting
iii) Inability of a model to obtain sufficiently low training error is termed as Underfitting
iv) Inability of a model to reduce large margin between training and testing error is termed as Underfitting

a. Only option (i) is correct
b. Both Options (ii) and (iii) are correct
c. Both Options (ii) and (iv) are correct
d. Only option (iv) is correct

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7. Choose the correct options about the assumptions are generally made during optimization in machine learning.
i) Data samples in each data set are dependent on each other
ii) Each data samples present in the training and test set are independent of each other
iii) Training set and test set are overlapping to each other
iv) The distributions of training set and test set are assumed to be identical

a. Only option (i) is correct
b. Both Options (ii) and (iii) are correct
c. Both Options (ii) and (iv) are correct
d. Only option (iv) is correct

Answer :- 

8.

NPTEL Deep Learning Week 4 Assignment Answers 2024
Answer :- 

9.

NPTEL Deep Learning Week 4 Assignment Answers 2024
Answer :- 

10.

NPTEL Deep Learning Week 4 Assignment Answers 2024
Answer :- For Answer Click Here