CS-Artificial Intelligence & Machine Learning

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

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.

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

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.noPatent NumberJURISDICTION /PUBLICATION/INDIAN PATENT JOURNAL/FILLED/PUBLISHED DATEINVENTORS NAME/FACULTY MEMBER/STUDENTS/EMIRITUS/PROFESSORSYEAR OF APPLICATION/GRANT
120224102875127-05-2022Prof. Saravanan S2022
22022410183184-Aug-2022Prof. Saravanan S2022

 

Proposal details

S.NoProject TitleBudgetSubmitted toPrincipal InvestigatorCo Investigator
2021 – 22
1Five Days workshop on Artificial Intelligence46000Vision Group of science and TechnologyProf. Bhavya R AProf Prathibha B N
2Process of quality assurance and Innovation in NBA Accreditation200000Vision Group of science and TechnologyDr Deepajyothi (CSE)Prof. Saravanan S
3     
2022 – 23
1Protection and Prevention of Crops Diseases Using Modern
Technology with the Help of Artificial Intelligence
286000KSCSTProf. Bhavya R AProf Prathibha B N
2Digitalization of maritime transportation using AI and Computer vision200000KSCSTDr. MahalakshmiDr. R Vijayanand
3UAV based automatic coconut maturity stage detection and
plucking with rotational arm
250000KSCSTDr. R. VijayanandProf. Saravanan S

 

FUNDED PROJECTS

FACULTY NAMETITLE OF THE PROPOSALFUNDING
AGENCY
FUND
RECIEVED/S
ANCTIONED
ACADEMIC
YEAR
REMARKS
Mr. Subramanya S GDESIGN & DEVELOPMENT OF
AUTOMATED EMISSION
MONITORING SYSTEM FOR
GENERAL VEHICLES
KSCST60002020-21Completed
Mr. Shreekanth M SEarthquake bed using iot for
human protection
KSCST35002018Completed
Mr. Shreekanth M SPrevention of accidents caused by
potholes and humps using
ultrasonic sensors
KSCST30002018Completed
Dr. Kumarswamy Y SSoftware 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
12300002018Completed
Dr. Kumarswamy Y SSoftware 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
4620002019Completed

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