CS-Artificial Intelligence & Machine Learning

COURSE

The department of Computer Science and Engineering(AIML) of the Nagarjuna College of Engineering and Technology provides Bachelor’s Degree programs. The department polishes the skills of the students in Artificial Intelligence and Machine Learning field. NCET provides one of the best faculties for students pursuing Artificial Intelligence and Machine Learning. The faculty here focuses on inculcating their students with ethics and qualities like leadership, teamwork, and many more. At Computer Science and Engineering(AIML), the faculty also aims at providing experience and exposure, and research opportunities. This is done through various collaborations of the faculty and the students on different projects. The department of Computer Science and Engineering(AIML) of the NCET College provides placements to the students in leading companies in their respective fields.

SCHEME & SYLLABUS

PROGRAMME DETAILS

Course Name:	B.E in CS-AIML ( 4 Years )
Level:	UG (Intake: 60)
Professional Society Memberships :	IAENG
Professional Activities :	Seminars, workshops, value added programs and FDPs are conducted regularly.

Career Options :

1. Video Game Programmer

2. Robotics Programmer

3. Machine Learning Researcher

4. Data Mining Analyst

5. Software Engineer

6. Research & Development Engineer

7. Algorithm specialists

8. Systems Architect

9. Development Director

Vision & Mission

To be a centre of excellence with quality education and research in Artificial Intelligence through nurturing collaborative culture, disseminating customer oriented innovations and positive contribution to the welfare of the society.

OUR MISSION

M1: To impart quality technical education to the students to enhance their professional skills and make them globally competitive.

M2: To carry out research in cutting out technologies in Artificial Intelligence and its allied fields to meet the requirements of industry and society.

M3:To create an innovation environment with the collaboration of industry in which students can provide solutions to global problems.

M4: To inculcate strong ethical and leadership qualities to the minds of students and make them as successful entrepreneurs.

M5:To produce the Computer Science and Engineering professionals with a specialization in AIML with personal and professional responsibilities and commitment to lifelong learning.

DEPARTMENT

CSE (AI & ML)

HoD’s MESSAGE

Dr. Vijayanand R

Head of The Department

CSE (AI & ML)

I welcome you on the behalf of CSE-Artificial Intelligence and Machine Learning Department, NCET, Bengaluru. We started as a small family but are growing at a rapid pace. The expertise of faculty in various fields as well as the variety of students from multiple states of India make the department as a place for quality teaching and research. The department provides state of the art lab facilities to the students and faculties. We currently encourage research in areas like Artificial Intelligence, Machine Learning, Computer Security, Computer Vision and other Inter-disciplinary fields.

In Computer Science and Engineering (AIML) department, we continuously monitor the students by assigning separate mentors and also motivate them to participate in the national level competitions. We provide support for publishing their papers in reputed conferences and journals. We guid the students with the motto of ‘dream offer’ placements counsel them for their start-up company. As the head of department, I gladly invite students and faculties to look forward and view AIML Department and NCET as a destination for employability skill development, high end research and teaching in India.

Dr Vijayanand R

Professor & HOD

B.E. M.Tech, Ph.D Department of CSE (AI & ML)
hodaiml@ncetmail.com, drvijayanand@ncetmail.com

+91-9025541417

Dr Rashmi P Karchi

Associate Professor

M.Tech,PhD
Department of CSE-AI&ML
rashmi.karchi@ncetmail.com

Mahalakshmi Shetty

Associate Professor

B.E, M.Tech, Ph.D.
Department of CSE-AI&ML
drmahalakshmi@ncetmail.com

Mr. Saravanan S

Assistant Professor

B.E, M.E
Department of CSE-AI&ML
saravanan.s@ncetmail.com

Mrs. Vijayakala

Assistant Professor

B.E, M.Tech
Department of CSE-AI&ML
vijayakala@ncetmail.com

Ms. Prathibha B N

Assistant Professor

B.Tech. M.Tech
Department of CSE-AI&ML
Nagarjuna College of Engineering & Technology, Bengaluru
prathibha.bn@ncetmail.com

Mrs. Tejashwini C Gadag

Assistant Professor

B.E, M.Tech
Department of CSE-AI&ML
tejashwini.gadag@ncetmail.com

FACILITIES

The institution has always kept its target of providing Student-to-computer ratio of 1:1 during their laboratory exercises.

The Department is well equipped with the latest computers with modern multimedia features and Licensed software. Computer Labs have been loaded with Microsoft Windows 10 and Ubuntu Operating System. All the labs are connected with 100MBPS high-speed internet service. The lab is used to train the students to improve their programming knowledge and make experiments to get familiar with the Core Courses. This lab helps placement cell to conduct online test and Placement training for students during placement drive.

LIST OF LABORATORIES

Computer Programming Laboratory.
Sci Laboratory.
Design of Dynamic Web Pages Laboratory.
Data Structures Laboratory.
Analog and Digital Electronics Laboratory.
Unix and shell programming Laboratory.
R Laboratory.
Design and analysis of algorithms Laboratory.
Object Oriented and Programming with java Laboratory.

Operating System Laboratory.
Microcontroller Laboratory.
Network Programming Laboratory.
Database Management System Laboratory.
Android Laboratory.
Unix system programming Laboratory.
Image Processing Laboratory.
Internet of Things Laboratory.
Big Data Laboratory.

ACTIVITIES

2022 NewsLetter

EVENTS ORGANISED

GUEST LECTURE / INVITED TALKS

INDUSTRIAL VISITS

Sl. No	Sem	Visited Industry	No. of Students	Date
1	IV	“Silvers Spark Apparel Ltd”, Gowribidanur	46	22-07-2022 to 22-07-2022

RESEARCH AND DEVELOPMENT

PATENTS

Sl.no	Patent Number	JURISDICTION /PUBLICATION/INDIAN PATENT JOURNAL/FILLED/PUBLISHED DATE	INVENTORS NAME/FACULTY MEMBER/STUDENTS/EMIRITUS/PROFESSORS	YEAR OF APPLICATION/GRANT
1	202241028751	27-05-2022	Prof. Saravanan S	2022
2	202241018318	4-Aug-2022	Prof. Saravanan S	2022

Proposal details

S.No	Project Title	Budget	Submitted to	Principal Investigator	Co Investigator
2021 – 22
1	Five Days workshop on Artificial Intelligence	46000	Vision Group of science and Technology	Prof. Bhavya R A	Prof Prathibha B N
2	Process of quality assurance and Innovation in NBA Accreditation	200000	Vision Group of science and Technology	Dr Deepajyothi (CSE)	Prof. Saravanan S
3
2022 – 23
1	Protection and Prevention of Crops Diseases Using Modern Technology with the Help of Artificial Intelligence	286000	KSCST	Prof. Bhavya R A	Prof Prathibha B N
2	Digitalization of maritime transportation using AI and Computer vision	200000	KSCST	Dr. Mahalakshmi	Dr. R Vijayanand
3	UAV based automatic coconut maturity stage detection and plucking with rotational arm	250000	KSCST	Dr. R. Vijayanand	Prof. Saravanan S

FUNDED PROJECTS

FACULTY NAME	TITLE OF THE PROPOSAL	FUNDING AGENCY	FUND RECIEVED/S ANCTIONED	ACADEMIC YEAR	REMARKS
Mr. Subramanya S G	DESIGN & DEVELOPMENT OF AUTOMATED EMISSION MONITORING SYSTEM FOR GENERAL VEHICLES	KSCST	6000	2020-21	Completed
Mr. Shreekanth M S	Earthquake bed using iot for human protection	KSCST	3500	2018	Completed
Mr. Shreekanth M S	Prevention of accidents caused by potholes and humps using ultrasonic sensors	KSCST	3000	2018	Completed
Dr. Kumarswamy Y S	Software Framework For Hosting, Application Programming Interface / Modules For Artificial Intelligence, Heterogeneous Parallel Computing And Device Drivers For Various Scientific Equipment In Ex- Planetary Vehicle To The End/Remote User	ISRO RESPOND	1230000	2018	Completed
Dr. Kumarswamy Y S	Software Framework For Hosting, Application Programming Interface / Modules For Artificial Intelligence, Heterogeneous Parallel Computing And Device Drivers For Various Scientific Equipment In Ex- Planetary Vehicle To The End/Remote User	ISRO RESPOND	462000	2019	Completed

PUBLISHED BOOKS

BOOK CHAPTERS PUBLISHED IN SPRINGER NATURE

Dr. Nagaraj Naik, and Biju R Mohan (2019), “Stock Price Movements Classification using Machine and Deep Learning Techniques-The Case Study of Indian Stock Market”,Communications in Computer and Information Science (Springer Nature), DOI 10.1007/978-3-030-20257-6_38.

Dr. Nagaraj Naik, and Biju R Mohan (2019), “Study of Stock Return Predictions using Recurrent Neural Networks with LSTM”, Communications in Computer and Information Science (Springer Nature), DOI 10.1007/978-3-030-20257-6_39.

Dr. Nagaraj Naik, and Biju R Mohan (2019), “Log Periodic Power Law Fitting on Indian Stock Market”, Communications in Computer and Information Science (Springer Nature), DOI 10.1007/978-981-15-6318-8.4.

Prof. Subramanya S G, Prof. Priyanka K, Prof. Seema J, “Practical Approach to Learn Computer Networks”, ISBN- 978-93-5593-068-2, December – 2021.

Prof. Subramanya S G, Prof. Priyanka K, “A Pragmatic Guide to Web Development”, ISBN – 978-93-5593-810-7, December – 2021.

PEOs POs AND PSOs

PROGRAM EDUCATIONAL OBJECTIVES (PEOs)

PEO-1:Graduates in Computer Science and Engineering(AIML) can apply the technical knowledge of design and analysis for sustainable societal growth.

PEO-2:Graduates of Computer Science and Engineering(AIML) can demonstrate excellence in research and innovations for the industrial needs.

PEO-3:Graduates in Computer Science and Engineering(AIML) can demonstrate good communication skills, dynamic leadership qualities for environmental protection.

PEO-4:Computer Science and Engineering(AIML) graduates can be pursuing higher studies, taking research blended with ethics and human values.

PEO-5:Computer Science and Engineering(AIML) graduates will be entrepreneurs there by switching over from responsive engineering to creative engineering.

PROGRAM OUTCOMES (POs)

PO-1: Engineering knowledge:Apply the knowledge of mathematics, science, engineering fundamentals, and Computer Science and Engineering(AIML) principles to the solution of complex problems in CSE(AIML).

PO-2: Problem analysis: Identify, formulate, research literature, and analyze complex Computer Science and Engineering(AIML) problems reaching substantiated conclusions using first principles of mathematics, and engineering sciences.

PO-3: Design solutions for complex Computer Science and Engineering(AIML) problems and design system components or processes that meet the specified needs with appropriate consideration for the public health and safety, and the cultural, societal,

PO-4: Conduct investigations of complex problems:Use research-based knowledge and research methods including design of experiments, analysis and interpretation of data, and synthesis of the information to provide valid conclusions related to Computer Science and Engineering(AIML).

PO-5: Modern tool usage:Create, select, and apply appropriate techniques, resources, and modern engineering and IT tools including prediction and modelling to complex Computer Science and Engineering(AIML) activities with an understanding of the limitations.

PO-6: The engineer and society:Apply reasoning informed by the contextual knowledge to assess societal, health, safety, legal and cultural issues and the consequent responsibilities relevant to the professional Computer Science and Engineering(AIML) practice.

PO-7: Environment and sustainability:Understand the impact of the professional Computer Science and Engineering(AIML) solutions in societal and environmental contexts, and demonstrate the knowledge of, and need for sustainable development.

PO-8: Ethics:Apply ethical principles and commit to professional ethics and responsibilities and norms of the Computer Science and Engineering(AIML) practice.

PO-9: Individual and team work:Function effectively as an individual, and as a member or leader in diverse teams, and in multidisciplinary settings.

PO-10: Communication:Communicate effectively on complex electronics and communication engineering activities with the engineering community and with society at large, such as, being able to comprehend and write effective reports and design documentation, make effective presentations, and give and receive clear instructions.

PO-11: Project management and finance:Demonstrate knowledge and understanding of the engineering and management principles and apply these to one’s own work, as a member and leader in a team, to manage projects and in multidisciplinary environments.

PO-12: Life-long learning:Recognize the need for, and have the preparation and ability to engage in independent and life-long learning in the broadest context of technological change.

PROGRAM SPECIFIC OUTCOME (PSOs)

PSO-1:Graduate will be able to identify, analyze & solve the problems related to Computer Science and Engineering(AIML) by applying the fundamental knowledge of Computer Science.

PSO-2:Graduate will demonstrate an ability to investigate, design and develop software using significant knowledge of modern tools in Computer Science and Engineering(AIML)

PSO-3:Graduate will be able to apply their knowledge to assess societal, environmental, health, safety issues with professional ethics and can also pursue higher studies, involve in research activities, be employable or entrepreneur.

BOARD OF STUDIES

Sr, No.	Members	Designation	Designation on Board
1	Dr. Vijayanand R	Associate Professor & Head of the Department, Dept. of CSE (AIML), NCET	Chairman
2	Dr. Mahalakshmi	Associate Professor, Dept. of CSE (AIML), NCET	Member
3	Mr. Saravanan S	Assistant Professor, Dept. of CSE (AIML), NCET	Member
4	Ms. Prathibha B N	Assistant Professor, Dept. of CSE (AIML), NCET	Member
5	Dr. Nalini N	Professor & Professor, Dept Of CSE, NMIT	VTU Nominee
6	Dr. Sridhar Domanal	Researcher & Solution Engineer, Accenture Bengaluru	Industry Expert
7	Mrs. Sandhya L	Alumni, NCET	Member