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DADS401 ADVANCED MACHINE LEARNING

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DADS401 ADVANCED MACHINE LEARNING
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Description

Description

SESSION July 2023
PROGRAM MASTER OF BUSINESS ADMINISTRATION (MBA)
SEMESTER IV
course CODE & NAME DADS401- Advanced machine learning
CREDITS 04
nUMBER OF ASSIGNMENTS & Marks 02

30 MARKS EACH

 

 

Assignment Set – 1

 

1a.Explain the elements of Time Series Model?

 

2a.Discuss time series using ARIMA model.

 

2b.Discuss stationary and non-stationary time-series with suitable example.     

 

 

3a.Discuss types of exponential smoothing methods.

 

 

3b.Define ARCH Model? Discuss its usage.          

 

 

Assignment Set – 2

 

4a. Discuss any five applications of deep learning.

 

4b. Write a short note on ANN classification model.        

 

5a. Differentiate CNN vs RNN.

 

5b. Explain the classification of Layers of CNN.  

 

6a. Explain Two main challenges faced in RNN.

 

 

 

6b. State few problems or challenges faced with RL systems.     

 

Additional information

Assignment Type

General, Unique

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