Course Structure for the B.Tech. in

Data Science and Artificial Intelligence


Course No. Course Name L T P C Course No. Course Name L T P C
Semester I Semester II
CH101 Chemistry 3 1 0 8 BT101 Intoduction to Biology 3 0 0 6
CH110 Chemistry Laboratory 0 0 3 3 CS101 Introduction to Computing 3 0 0 6
EE101 Basic Electronics 3 1 0 8 CS110 Computing Laboratory 0 0 3 3
MA101 Mathematics - I 3 1 0 8 EE102 Basic Electronics Laboratory 0 0 3 3
CE101 Engineering Drawing 2 0 3 7 MA102 Mathematics - II 3 1 0 8
PH101 Physics - I 2 1 0 6 ME101 Engineering Mechanics 3 1 0 8
PH110/ME110 Physics Laboratory/ Workshop 0 0 3 3 PH102 Physics - II 2 1 0 6
Total   13 4 9 43 ME110/PH110 Workshop/ Physics Laboratory 0 0 3 3
            Total   14 3 9 43
            SA1xx Students Activity Course I 0 0 2 0

 


Course No. Course Name L T P C Course No. Course Name L T P C
Semester III Semester IV
DA231 Introduction to Data Science 2 0 2 6 HS1xx HSS Elective I Level I 3 0 0 6
DA241

Statistical Foundations for Data

Science

 3 0 0 6 DA243

Introduction to Optimization

 3 0 0 6
DA242 Discrete Mathematics 3 0 0 6 DA221 Introduction to

Artificial Intelligence

 2 0 2 6
DA211 Algorithms and Data Structure 3 0 0 6 DA213

Python Programming Laboratory

 0 0 3 3
DA212 Algorithms and Data Structure Lab 0 0 3 3 DA214

Database Management Systems

 3 0 0 6
DA251 Signals , Systems & Networks 3 0 0 6 DA215

Database Management

Systems Laboratory

 0 0 3 3
Total   14 0 5 33 DA244

Applied Probability and

Random Processes

 3 0 0 6
SA2xx Students Activity Course II 0 0 2 0 Total   14 0 8 36
  Minor I 3 0 0 6 SA3xx

Students Activity Course III

 0 0 2 0
HS200 Sustainable Development Goals 2 0 0 0   Minor II 3 0 0 6

 


Course No. Course Name L T P C Course No. Course name L T P C
Semester V Semester VI
DA321

Multi-modal Data Processing

& Learning - I

 3 0 0 6 DA323

Multi-modal Data Processing

& Learning - II

 3 0 0 6
DA351 Computer Systems 3 0 0 6 DA324 Data Mining 3 0 0 6
DA322 Machine Learning 3 0 0 6 DA325 Deep Learning 3 0 0 6
DA311 Machine Learning Laboratory 0 0 3 3 DA352 Privacy & information Security 3 0 0 6
DA341 Applied Time Series Analysis 3 0 0 6 DA312 Advanced Machine Learning Laboratory 0 0 3 3
DA331

Big Data Analytics : Tools

& Techniques

 2 0 2 6 DA353 Internet of Things 2 0 2 6
HS1xx HSS Elective II Level I 3 0 0 6 DA332 Data Visualization 1 0 3 5
Total   17 0 5 39 Total   15 0 8 38
              Minor IV 3 0 0 6
SA4xx Students Activity Course IV 0 0 2 0            
  Minor III 3 0 0 6            

 


Course No. Course Name L T P C Course No. Course Name L T P C
Semester VII Semester VIII
DA461 Bioinformatics 2 0 2 6 OExxx Open Elective 3 0 0 6
DA462 Data Analytics For Finance 3 0 0 6 DAxxx Department Elective II 3 0 0 6
HS2xx HSS Elective I Level II 3 0 0 6 DAxxx Department Elective III 3 0 0 6
DA421

FATE in AI models

 3 0 0 6 DAxxx

Department Elective IV/Open Elective

 

 3 0 0 6
DAxxx Department Elective I 3 0 0 6 HS2xx HSS Electiev II Level II 3 0 0 6
DA498 BTP Project I 0 0 12 12 DA499 BTP Project II 0 0 12 12
Total   14 0 14 42 Total   15 0 12 42
                       
  Minor V 3 0 0 6