6CS4-22.1

Understand the mathematical and statistical prospectives of machine learning algorithms through python programming.

6CS4-22.2

Design and evaluate the unsupervised models through python in built functions.

6CS4-22.3

Evaluate the machine learning models pre-processed through various feature engineering algorithms by python programming.

6CS4-22.4

Design and apply various reinforcement algorithms to solve real time complex problems.

6CS4-22.5

Design and develop the code for recommender system using Natural Language processing

6CS4-22.6

Understand the basic concepts of deep neural network model and design the same.

COs

PO1

PO2

PO3

PO4

PO5

PO6

PO7

PO8

PO9

PO10

PO11

PO12

PSO1

PSO2

PSO3

CO1

1

2

1

1

-

-

-

-

2

1

-

2

-

1

-

CO2

2

1

2

-

-

-

-

-

2

1

-

2

2

-

-

CO3

-

2

2

-

-

-

-

-

1

1

-

2

2

-

-

CO4

-

-

-

2

-

-

-

-

2

1

-

2

-

-

2

CO5

-

-

1

2

-

-

-

-

2

1

3

2

-

-

2

CO6

-

1

-

-

-

-

-

-

-

1

-

2

-

-

2

Avg

1.5

1.5

1.5

1.67

-

-

-

-

1.8

1

3

2

2

1