SIR PADAMPAT SINGHANIA UNIVERSITY
Udaipur
SCHOOL OF ENGINEERING
Course Curriculum of 4-Year B. Tech. Degree Programme
in
Computer Science & Engineering
(Specialization in Artificial Intelligence & Machine Learning)
(Batch- 2020-2024)
Credit Structure
B. Tech. Core
Category
B. Tech. Elective
Credits
Category
Credits
Departmental Core Subjects
147
Basic Sciences Subjects
32
Department Level Optional Courses
12
Ability Enhancement Courses
7
University Level Optional Courses
6
Total
186
SPSU/SOE/CSE/AIML/B.Tech./2019 Ver.1.0
12
Total
18
Grand Total
204
Distribution of Total Credits & Contact Hours in all Semesters
S. No.
Semester Number
Credits/Semester
Contact hours/week
1
I
28
34
2
II
28
35
3
III
29
34
4
IV
27
32
5
V
28
35
6
VI
23
31
7
VII
26
29
8
VIII
15
23
204
--
Total
SPSU/SOE/CSE/AIML/B.Tech./2019 Ver.1.0
12
Course Structure: B. Tech. 2020-2024
Semester – I
S. No.
Course Title
L
T
P
Credit(s)
1
Course
Code
CE-1001
Engineering Mechanics
5
0
1
6
2
EC-1001
Basic Electrical Engineering
4
0
1
5
3
ME-1001
Basic Workshop Practice – I
0
0
2
2
4
MA-1001
4
1
0
5
5
PH-1001
Applied Mathematics – I
(Calculus and Series of Functions)
Applied Physics – I
3
0
1
4
6
CH-1001
Applied Chemistry – I
3
0
1
4
7
CH-1002
Environmental Studies
2
0
0
2
Total Credits
8
EP-1999
28
Endeavour Project(Beyond the Syllabus)
Total Contact hours/week
SPSU/SOE/CSE/AIML/B.Tech./2019 Ver.1.0
12
34
Semester – II
S. No.
Course Title
L
T
P
Credit(s)
4
0
1
5
3
0
2
5
1
Course
Code
CS-1001
2
ME-1002
Structured Programming
Approach
Engineering Drawing
3
ME-1003
Basic Workshop Practice – II
0
0
2
2
4
MA-1002
4
1
0
5
5
PH-1002
Applied Mathematics – II
(Vector Calculus and Linear
Algebra)
Applied Physics – II
3
0
1
4
6
CH-1003
Applied Chemistry – II
3
0
1
4
7
HU-1003
Communication Skills
2
1
0
3
Total Credits
8
EP-1999
Endeavour Project(Beyond the Syllabus)
Total Contact hours/week
SPSU/SOE/CSE/AIML/B.Tech./2019 Ver.1.0
12
28
3
35
Semester – III
S. No.
Course Title
L
T
P
Credit(s)
1
Course
Code
AI-2001
Artificial Intelligence – I
3
0
0
3
2
AI-2002
Introduction to Drones
2
0
0
2
3
CS-2001
Data Structures
4
0
0
4
4
CS-2002
Data Structures Lab
0
0
1
1
5
CS-2005
Discrete Mathematics
4
0
0
4
6
CS-2006
OOPM(Java) Lab
0
0
2
2
7
CS-2003
Digital Logic Design & Analysis
4
0
0
4
8
CS-2004
Digital System Lab
0
0
1
1
9
EC-2091
4
0
0
4
10
EC-2092
Electronic Circuits &
Communication Fundamentals
Basic Electronics Lab
0
0
1
1
11
MA-2009
Probability & Random Variables
3
0
0
3
Total Credits
12
EP-2999
29
Endeavour Project(Beyond the Syllabus)
Total Contact hours/week
SPSU/SOE/CSE/AIML/B.Tech./2019 Ver.1.0
12
34
Semester – IV
S. No.
L
T
P
Credit(s)
Artificial Intelligence –II
3
0
0
3
AI-2004
Artificial Intelligence –II Lab
0
0
1
1
3
AI-2005
Introduction to Machine Learning
2
0
0
2
4
AI-2006
Signal & Systems
2
0
0
2
5
AI-2007
Signal & Systems Lab
0
0
1
1
6
CS-2007
Analysis of Algorithms
4
0
0
4
7
CS-2008
Analysis of Algorithm Lab
0
0
1
1
8
CS-2013
Operating System
4
0
0
4
9
CS-2014
Operating System Lab
0
0
1
1
10
CS-2009
4
0
0
4
11
CS-2010
Computer Organization &
Architecture
Processor Architecture Lab
0
0
1
1
12
MA-2010
Differential Equations and
Transforms
3
0
0
3
1
Course
Code
AI-2003
2
Course Title
Total Credits
13
EP-2999
Endeavour Project(Beyond the Syllabus)
Total Contact hours/week
SPSU/SOE/CSE/AIML/B.Tech./2019 Ver.1.0
12
27
3
32
Semester – V
S. No.
Course Title
L T
P
1
Course
Code
AI-3001
Reinforcement Learning
2 0
0
Credit
(s)
2
2
AI-3002
Data Science with Python
0 0
2
2
3
AI-3003
Convex Optimization
2 0
0
2
4
AI-3004
Deep Learning Lab
0 0
2
2
5
AI-3005
Computational Lab – I
0 0
1
1
6
CS-3003
Database Management System
4 0
0
4
7
CS-3004
0 0
1
1
8
CS-3005
Database & Information System
Lab
Computer Networks
4 0
0
4
9
CS-3006
Computer Networks Lab
0 0
1
1
10
CS-3007
Theory of Computer Science
4 0
0
4
11
AI-XXXX
Department Level Optional Course – I
3 0
0
3
12
HU-3001
1 1
0
2
Business Communication &
Ethics
Total Credits
13
EP-3999
28
Endeavour Project(Beyond the Syllabus)
Total Contact hours/week
SPSU/SOE/CSE/AIML/B.Tech./2019 Ver.1.0
12
35
Semester – VI
S. No.
L
T
P
Credit(s)
Natural Language Processing
3
0
0
3
AI-3007
Data Visualization
0
0
1
1
3
AI-3008
IOT
0
0
2
2
4
AI-3009
Sensor Technologies
2
0
0
2
5
AI-3010
Sensor Technologies Lab
0
0
1
1
6
AI-3011
Computational Lab - II
0
0
1
1
7
CS-3011
4
0
0
4
8
CS-3012
System Programming &
Compiler Construction
System Software Lab
0
0
1
1
9
AI-3100
Minor Project
0
0
2
2
10
AI-XXXX
Department Level Optional Course – II
3
0
0
3
11
XX-XXXX
University Level Optional Course – I
3
0
0
3
1
Course
Code
AI-3006
2
Course Title
Total Credits
12
EP-3999
Endeavour Project(Beyond the Syllabus)
Total Contact hours/week
SPSU/SOE/CSE/AIML/B.Tech./2019 Ver.1.0
12
23
3
31
Semester – VII
S. No.
L
T P
Credit(s)
Computer Vision
3
0 0
3
AI-4002
Computer Vision Lab
0
0 1
1
3
AI-4003
Bit coins and Crypto currencies
2
0 0
2
4
AI-4004
Information Retrieval and Web Search
3
0 0
3
5
AI-4005
Computational Lab – III
0
0 1
1
6
AI-4006
Computational Lab – IV
0
0 1
1
7
AI-4100
Major Project – I
0
0 3
3
8
AI-4200
Summer Internship
-
-
-
3
9
AI-XXXX
Department Level Optional Course – III
3
0 0
3
10
AI-XXXX
Department Level Optional Course – IV
3
0 0
3
11
XX-XXXX
University Level Optional Course – II
3
0 0
3
1
Course
Code
AI-4001
2
Course Title
Total Credits
12
EP-4999
26
Endeavour Project(Beyond the Syllabus)
Total Contact hours/week
SPSU/SOE/CSE/AIML/B.Tech./2019 Ver.1.0
12
29
Semester – VIII
S. No.
Course Title
L
T
P
Credit(s)
1
Course
Code
AI-4007
Recommender Systems
2
0
0
2
2
AI-4008
NOSQL Data bases
0
0
1
1
3
AI-4009
Expert System
2
0
0
2
4
AI-4010
3
0
0
3
5
AI-4011
0
0
1
1
6
AI-4300
Microprocessors & Embedded
Technology
Microprocessors & Embedded
Technology Lab
Major Project – II
0
0
6
6
Total Credits
7
EP-4999
Endeavour Project(Beyond the Syllabus)
Total Contact hours/week
SPSU/SOE/CSE/AIML/B.Tech./2019 Ver.1.0
12
15
3
23
List of Department Level Optional Course(s) - I
S. No.
1
Course
Code
AI-3101
2
AI-3102
Course Title
L
T
P
Credit
Data Mining
3
0
0
3
Computer Human Interface
3
0
0
3
List of Department Level Optional Course(s) - II
S. No.
L
T
P
Credit
Fuzzy Logic and Application
3
0
0
3
AI-3104
Speech Processing
3
0
0
3
AI-3105
Probabilistic Graphical Methods
3
0
0
3
1
Course
Code
AI-3103
2
3
Course Title
List of Department Level Optional Course(s) - III
S. No.
L
T
P
Credit
Real Time Data Processing
3
0
0
3
AI-4102
Cloud Computing
3
0
0
3
AI-4103
Cryptography
3
0
0
3
1
Course
Code
AI-4101
2
3
Course Title
SPSU/SOE/CSE/AIML/B.Tech./2019 Ver.1.0
12
List of Department Level Optional Course(s) - IV
S. No.
L
T
P
Credit
Time Series Analysis
3
0
0
3
AI-4105
Pattern Recognition
3
0
0
3
AI-4106
Advanced Big Data Analytics
3
0
0
3
1
Course
Code
AI-4104
2
3
Course Title
List of University Level Optional Course(s) - I
S. No.
Course Title
L
T
P
Credit
3
0
0
3
3
0
0
3
1
Course
Code
CE-4151
2
CS-4151
Disaster Management & Mitigation
Measures
Management Information System
3
CS-4152
Cyber Security & Laws
3
0
0
3
4
EC-4151
Design of Experiments
3
0
0
3
5
EC-4152
Energy Audit & Management
3
0
0
3
6
EC-4153
Development Engineering
3
0
0
3
7
ME-4151
Product Lifecycle Management
3
0
0
3
8
ME-4152
Reliability Engineering
3
0
0
3
9
ME-4153
Operation Research
3
0
0
3
SPSU/SOE/CSE/AIML/B.Tech./2019 Ver.1.0
12
List of University Level Optional Course(s) – II
S. No.
Course Title
L
T
P
Credit
Finance Management
3
0
0
3
3
0
0
3
3
0
0
3
1
Course
Code
BM-4151
2
BM-4152
3
BM-4153
Entrepreneurship Development &
Management
Human Resource Management
4
BM-4154
Professional Ethics & CSR
3
0
0
3
5
CE-4152
Environment Management
3
0
0
3
6
CS-4153
Research Methodology
3
0
0
3
7
CS-4154
Digital Business Management
3
0
0
3
8
EC-4154
IPR & Patenting
3
0
0
3
9
ME-4154
Project Management
3
0
0
3
**Detailed Syllabus is under construction
SPSU/SOE/CSE/AIML/B.Tech./2019 Ver.1.0
12