4. B.Tech. A19 OE - I & PE - I Courses on Offer - 2023-2024.pdf

Sure! Here's an extensive overview of Artificial Intelligence (AI) and Data Science (DS), covering their definitions, importance, applications, and the interplay between the two fields.

---

### Understanding Artificial Intelligence (AI)

**Definition and Overview**

Artificial Intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think and learn like humans. AI systems are designed to perform tasks that typically require human intelligence, such as understanding natural language, recognizing patterns, solving problems, and making decisions. The field of AI encompasses a variety of subfields, including machine learning, natural language processing, robotics, and computer vision.

**Historical Context**

The concept of AI dates back to ancient history, but the formal field began in the mid-20th century. In 1956, the Dartmouth Conference, organized by John McCarthy, Marvin Minsky, Nathaniel Rochester, and Claude Shannon, is considered the birthplace of AI as a discipline. Since then, AI has undergone several cycles of optimism and disappointment, known as "AI winters," but recent advancements in computing power, algorithms, and data availability have led to a resurgence in AI research and applications.

**Types of AI**

AI can be categorized into two primary types:

1. **Narrow AI**: Also known as weak AI, narrow AI refers to systems designed to perform a specific task, such as speech recognition or playing chess. These systems excel in their defined area but lack general intelligence.

2. **General AI**: Also known as strong AI, general AI refers to a theoretical system that possesses the ability to understand, learn, and apply knowledge across a wide range of tasks, akin to human intelligence. General AI remains largely hypothetical and is the subject of ongoing research.

**Key Technologies in AI**

Several technologies underpin AI systems, including:

- **Machine Learning (ML)**: A subset of AI that involves the development of algorithms that allow computers to learn from and make predictions based on data. ML techniques include supervised learning, unsupervised learning, and reinforcement learning.

- **Deep Learning**: A subfield of ML that employs neural networks with multiple layers (deep neural networks) to analyze complex data patterns. Deep learning has achieved remarkable success in tasks such as image and speech recognition.

- **Natural Language Processing (NLP)**: The branch of AI that focuses on the interaction between computers and humans through natural language. NLP enables machines to understand, interpret, and generate human language, facilitating applications like chatbots and language translation.

- **Computer Vision**: A field of AI that trains computers to interpret and understand visual information from the world. Computer vision technologies are used in facial recognition, autonomous vehicles, and medical image analysis.

**Importance and Impact of AI**

AI has transformativ

1. OPEN ELECTIVE – I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)
OE Track
Name of the Open Elective-I Course
& Offering Department
Course
code
Number of
Sections to
be offered
in 2023-2024
Maximum
Seats
available
for
selection
Courses available to B.Tech.
Smart Cities
SMART CITIES PLANNING AND DEVELOPMENT
(CE)
A19OE1CE01 1 80
EEE, ME, ECE, CSE, EIE, IT, AE, CSE(AIML),
CSE(CYS), CSE(DS), CSE(IOT), AI&DS
Waste
Management
SOLID WASTE MANAGEMENT (CE) A19OE1CE05 2 160
EEE, ME, ECE, CSE, EIE, IT, AE, CSE(AIML),
CSE(CYS), CSE(DS), CSE(IOT), AI&DS
Green
Energy
RENEWABLE ENERGY SOURCES (EEE) A19OE1EE01 2 160
CE, ME, ECE, CSE, EIE, IT, AE, CSE(AIML),
CSE(CYS), CSE(DS), CSE(IOT), AI&DS
3D Printing &
Design
ELEMENTS OF CAD (ME) A19OE1ME01 2 160
CE, EEE, ECE, CSE, EIE, IT, AE, CSE(AIML),
CSE(CYS), CSE(DS), CSE(IOT), AI&DS
Internet of
Things
SENSORS TRANSDUCERS AND ACTUATORS
(ECE)
A19OE1EC01 1 80
CE, EEE, ME, CSE, IT, AE, CSE(AIML),
CSE(CYS), CSE(DS), AI&DS
Augmented
Reality (AR) /
Virtual Reality
(VR)
INTRODUCTION TO C SHARP (ECE) A19OE1EC04 1 80
CE, EEE, ME, CSE, IT, AE, CSE(AIML),
CSE(CYS), CSE(DS), CSE(IOT), AI&DS
Artificial
Intelligence
MATHEMATICS FOR ARTIFICIAL INTELLIGENCE
(CSE)
A19OE1MT01 1 80 CE, EEE, ME, EIE, AE
Blockchain
Technologies
FUNDAMENTALS OF COMPUTER NETWORKS /
RELATIONAL DATABASE MANAGEMENT
SYSTEMS (CSE)
A19OE1CS04
A19OE1CS08
1+1 80+80 CE, EEE, ME, ECE, EIE, AE
Robotics FUNDAMENTALS OF ROBOTICS (EIE) A19OE1EI01 2 160
CE, EEE, ME, ECE, CSE, IT, AE, CSE(AIML),
CSE(CYS), CSE(DS), CSE(IOT), AI&DS
Cyber
Security
FUNDAMENTALS OF COMPUTER NETWORKS /
RELATIONAL DATABASE MANAGEMENT
SYSTEMS (IT)
A19OE1CS04
A19OE1CS08
1+1 80+80 CE, EEE, ME, ECE, EIE, AE
Data
Sciences/
Big Data
Analytics
STATISTICAL METHODS FOR DATA SCIENCE (IT) A19OE1MT02 1 80 CE, EEE, ME, ECE, EIE, AE
Autonomous
Vehicles
PRINCIPLES OF AUTOMOBILE ENGINEERING
(AE)
A19OE1AE01 2 160
CE, EEE, ME, ECE, CSE, EIE, IT, CSE(AIML),
CSE(CYS), CSE(DS), CSE(IOT), AI&DS

2. OE Track
Name of the Open Elective-I Course
& Offering Department
Course
code
Number of
Sections to
be offered
in 2023-2024
Maximum
Seats
available for
selection
Courses available to B.Tech.
General-
Computing

RELATIONAL DATA BASE MANAGEMENT
SYSTEMS (CSE/IT)
A19OE1CS08 1 80 CE, EEE, ME, ECE, EIE, AE
INTRODUCTION TO DATA ANALYTICS (CSE/IT) A19OE1IT07 1 80 CE, EEE, ME, ECE, EIE, AE
FUNDAMENTALS OF COMPUTER ALGORITHMS
(CSE/IT)
A19OE1CS11 1 80 CE, EEE, ME, ECE, EIE, AE
General

PROFESSIONAL ETHICS AND HUMAN VALUES
(H&S)
A19OE1HS01 3 240
CE, EEE, ME, ECE, CSE, IT, EIE, AE,
CSE(AIML), CSE(CYS), CSE(DS), CSE(IOT)
SMART CITIES (CE) A19OE1CE09 1 80
EEE, ME, ECE, CSE, EIE, IT, AE, CSE(AIML),
CSE(CYS), CSE(DS), CSE(IOT), AI&DS
TRENDS IN ENERGY SOURCES FOR
SUSTAINABLE DEVELOPMENT (EEE)
A19OE1EE05 1 80
CE, ME, ECE, CSE, EIE, IT, AE, CSE(AIML),
CSE(CYS), CSE(DS), CSE(IOT), AI&DS
3D PRINTING AND DESIGN (ME) A19OE1ME05 2 160
CE, EEE, ECE, CSE, EIE, IT, AE, CSE(AIML),
CSE(CYS), CSE(DS), CSE(IOT), AI&DS
EMBEDDED SYSTEMS FOR IOT (ECE) A19OE1EC09 1 80
CE, EEE, ME, CSE, IT, AE, CSE(AIML),
CSE(CYS), CSE(DS), AI&DS
ARTIFICIAL INTELLIGENCE - A BEGINNER'S
GUIDE (CSE)
A19OE1CS09 1 80 CE, EEE, ME, ECE, EIE, AE
FUNDAMENTALS OF ROBOTICS AND DRONES
(EIE)
A19OE1EI05 1 80
CE, EEE, ME, ECE, CSE, IT, AE, CSE(AIML),
CSE(CYS), CSE(DS), CSE(IOT), AI&DS
FUNDAMENTALS OF CYBER SECURITY (IT) A19OE1IT08 1 80 CE, EEE, ME, ECE, EIE, AE
FUNDAMENTALS OF DATA SCIENCE (IT) A19OE1IT09 1 80 CE, EEE, ME, ECE, EIE, AE
INTRODUCTION TO ADVANCED VEHICLE
TECHNOLOGIES (AE)
A19OE1AE05 1 80
CE, EEE, ME, ECE, CSE, EIE, IT, CSE(AIML),
CSE(CYS), CSE(DS), CSE(IOT), AI&DS
General –
Cognizant
INTRODUCTION TO APPLICATION
DEVELOPMENT WITH C#
A19OE1CS12 1 80
CE, EEE, ME, ECE, CSE, EIE, IT, AE,
CSE(AIML), CSE(CYS), CSE(DS), CSE(IOT),
AI&DS
INTRODUCTION TO APPLICATION
DEVELOPMENT WITH JAVA
A19OE1CS13 1 80 CE, EEE, ME, ECE, EIE, AE
INTRODUCTION TO APPLICATION
DEVELOPMENT WITH PYTHON
A19OE1CS14 1 80 CE, EEE, ME, ECE, EIE, AE

Maximum strength of each section in an elective course shall be 80.
Minimum strength required for running an elective course shall be 20.

3. CIVIL ENGINEERING

A19 - III B.TECH. I SEM - PROFESSIONAL ELECTIVE-I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)

S. No.
Elective
Group
Name of the Professional Elective - I Course Code
Number of
Sections to be
offered in
2023-2024
Maximum Seats
available for
selection
1 Elective-I ADVANCED STRUCTURAL ANALYSIS A19PE1CE01 2 160


Maximum strength of each section in an elective course shall be 80.

Minimum strength required for running an elective course shall be 20.

4. ELECTRICAL & ELECTRONICS ENGINEERING

A19 - III B.TECH. I SEM - PROFESSIONAL ELECTIVE-I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)

S. No.
Elective
Group
Name of the Professional Elective – I Course Code
Number of
Sections to be
offered in
2023-2024
Maximum Seats
available for
selection
1 Elective – I RENEWABLE ENERGY SYSTEMS A19PE1EE02 2 160

Maximum strength of each section in an elective course shall be 80.

Minimum strength required for running an elective course shall be 20.

5. MECHANICAL ENGINEERING

A19 - III B.TECH. I SEM - PROFESSIONAL ELECTIVE-I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)

S. No.
Elective
Group
Name of the Professional Elective – I Course Code
Number of Sections
to be offered in
2023-2024
Maximum Seats
available for
selection
1
Elective-I
NON-CONVENTIONAL ENERGY SOURCE A19PE1ME01 1 80
2 ADVANCED STRENGTH OF MATERIALS A19PE1ME02 1 80

Maximum strength of each section in an elective course shall be 80.

Minimum strength required for running an elective course shall be 20.

6. ELECTRONICS AND COMMUNICATION ENGINEERING

A19 - III B.TECH. I SEM - PROFESSIONAL ELECTIVE-I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)

S. No.
Elective
Group
Name of the Professional Elective – I Course Code
Number of Sections to
be offered in
2023-2024
Maximum Seats
available for
selection
1
Elective-I
INFORMATION THEORY AND CODING A19PE1EC01 1 80
2 BIO-MEDICAL INSTRUMENTATION A19PC1EI07 1 80
3 SENSORS AND ACTUATORS A19PE1EC20 1 80
4
ESSENTIAL MATHEMATICS FOR MACHINE
LEARNING
A19PE1MT01 2 160
5 MOS CIRCUITS A19PE1EC02 1 80

Maximum strength of each section in an elective course shall be 80.

Minimum strength required for running an elective course shall be 20.

7. COMPUTER SCIENCE AND ENGINEERING

A19 - III B.TECH. I SEM - PROFESSIONAL ELECTIVE-I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)

S. No.
Elective
Group
Name of the Professional Elective – I Course Code
Number of
Sections to be
offered in
2023-2024
Maximum Seats
available for
selection
1
Elective-I
DATA MINING A19PE1IT02 2 160
2 MOBILE COMPUTING A19PE1CS01 1 80
3 AUGMENTED REALITY AND VIRTUAL REALITY A19PE1CS02 1 80


Maximum strength of each section in an elective course shall be 80.

Minimum strength required for running an elective course shall be 20.

8. ELECTRONICS & INSTRUMENTATION ENGINEERING

A19 - III B.TECH. I SEM - PROFESSIONAL ELECTIVE-I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)


S. No. Elective Group Name of the Professional Elective – I Course Code
Number of
Sections to be
offered in
2023-2024
Maximum Seats
available for
selection
1
Elective-I
FIBER OPTICS AND LASER INSTRUMENTATION A19PE1EI01 2 160
2 POLLUTION CONTROL IN PROCESS INDUSTRIES A19PE1EI02 1 80
3 COMPUTER ORGANIZATION A19PC1IT03 1 80
4 PROBABILITY AND RANDOM PROCESSES A19PC1EC20 1 80
5 MICRO ELECTROMECHANICAL SYSTEMS A19PE1EI03 2 160

Maximum strength of each section in an elective course shall be 80.

Minimum strength required for running an elective course shall be 20.

9. INFORMATION TECHNOLOGY


A19 - III B.TECH. I SEM - PROFESSIONAL ELECTIVE-I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)


S. No.
Elective
Group
Name of the Professional Elective – I Course Code
Number of
Sections to be
offered in
2023-2024
Maximum Seats
available for
selection
1
Elective-I
AGILE SOFTWARE PROCESS A19PE1IT01 1 80
2 CYBER SECURITY A19PE1IT03 2 160

Maximum strength of each section in an elective course shall be 80.

Minimum strength required for running an elective course shall be 20.

10. AUTOMOBILE ENGINEERING

A19 - III B.TECH. I SEM - PROFESSIONAL ELECTIVE-I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)

S. No.
Elective
Group
Name of the Professional Elective – I Course Code
Number of
Sections to be
offered in
2023-2024
Maximum
Seats available
for selection
1
Elective-I
ALTERNATIVE FUELS A19PE1AE01 1 80
2 UNCONVENTIONAL MACHINING PROCESSES A19PE1ME08 1 80
3 QUALITY ENGINEERING IN MANUFACTURING A19PE1AE03 1 80

Maximum strength of each section in an elective course shall be 80.

Minimum strength required for running an elective course shall be 20.

11. COMPUTER SCIENCE AND BUSINESS SYSTEMS

A19 - III B.TECH. I SEM - PROFESSIONAL ELECTIVE-I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)

S. No.
Elective
Group
Name of the Professional Elective – I Course Code
Number of
Sections to be
offered in
2023-2024
Maximum
Seats available
for selection
1 Elective-I MACHINE LEARNING A19PE1CB03 1 80

Maximum strength of each section in an elective course shall be 80.

Minimum strength required for running an elective course shall be 20.

12. COMPUTER SCIENCE AND ENGINEERING (ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING)

A19 - III B.TECH. I SEM - PROFESSIONAL ELECTIVE-I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)

S. No.
Elective
Group
Name of the Professional Elective – I Course Code
Number of
Sections to be
offered in
2023-2024
Maximum Seats
available for
selection
1 Elective-I SCRIPTING LANGUAGES A19PE1CS06 3 240


Maximum strength of each section in an elective course shall be 80.

Minimum strength required for running an elective course shall be 20.

13. COMPUTER SCIENCE AND ENGINEERING (CYBER SECURITY)

A19 - III B.TECH. I SEM - PROFESSIONAL ELECTIVE-I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)

S. No.
Elective
Group
Name of the Professional Elective – I Course Code
Number of
Sections to be
offered in
2023-2024
Maximum Seats
available for
selection
1 Elective-I NETWORK SECURITY A19PE1IT13 1 80


Maximum strength of each section in an elective course shall be 80.

Minimum strength required for running an elective course shall be 20.

14. COMPUTER SCIENCE AND ENGINEERING (DATA SCIENCE)

A19 - III B.TECH. I SEM - PROFESSIONAL ELECTIVE-I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)

S. No.
Elective
Group
Name of the Professional Elective – I Course Code
Number of
Sections to be
offered in
2023-2024
Maximum Seats
available for
selection
1 Elective-I MATHEMATICAL MODELING FOR DATA SCIENCE A19PE1CS46 2 160


Maximum strength of each section in an elective course shall be 80.

Minimum strength required for running an elective course shall be 20.

15. COMPUTER SCIENCE AND ENGINEERING (IOT)

A19 - III B.TECH. I SEM - PROFESSIONAL ELECTIVE-I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)

S. No.
Elective
Group
Name of the Professional Elective – I Course Code
Number of
Sections to be
offered in
2023-2024
Maximum Seats
available for
selection
1 Elective-I WEB PROGRAMMING A19PE1CS36 1 80


Maximum strength of each section in an elective course shall be 80.

Minimum strength required for running an elective course shall be 20.

16. ARTIFICIAL INTELLIGENCE & DATA SCIENCE

A19 - III B.TECH. I SEM - PROFESSIONAL ELECTIVE-I COURSES AVAILABLE FOR SELECTION (A.Y. 2023 – 2024)

S. No.
Elective
Group
Name of the Professional Elective – I Course Code
Number of
Sections to be
offered in
2023-2024
Maximum Seats
available for
selection
1 Elective-I MATHEMATICAL MODELING FOR DATA SCIENCE A19PE1CS46 1 80


Maximum strength of each section in an elective course shall be 80.

Minimum strength required for running an elective course shall be 20.