About the Department

The Department of Artificial Intelligence and Data Science has commenced from the year 2021 and is one of the latest additions to the Academia at Navkis Engineering College. In the new millennium, Internet supersedes all our other aspects of life. Artificial Intelligence and Data Science which use computational principles, methods and systems for extracting information from data takes precedence. This is where students will benefit from this programme of study.

The programme focuses on building on the skills of students to perform intelligent data analysis which is a key component in numerous real-world applications. Data Science covers the entire process of ethically acquiring data and analysing and visualizing and monetizing data. In other words, the programme equips the learner with the basic tools and techniques of data handling and analysis.

Vision

To become a prominent education and research center producing globally competent engineers in artificial intelligence and data science.

Mission

• To provide state-of-the-art facilities for quality education and research
• To interact with industries and institutions of higher learning
• To facilitate research activities and promote entrepreneurship
• To nurture ethics and responsible citizenship

Program Educational Objectives

Our graduates in a span of 3 to 5 years after graduation shall:

• Serve as successful Artificial Intelligence Engineers or Data Scientists professionals
• Pursue higher learning and/or take up business
• Exhibit honorable professionalism and social responsibility

Program Specific Outcomes (PSOs)

1. PSO 1: Analyse and Design Solutions to Real World Problems Using the Knowledge of Artificial Intelligence and Data Science.
2. PSO 2: Build Intelligent Systems Using Appropriate Hardware/Software Tools and Techniques.

Infrastructure

Classrooms are furnished with Data Projectors and Internet facility. These facilities give the faculty to have an engaging and inclusive learning experience. Equipment, Machinery and Tools in the laboratory are maintained well and upgraded periodically. The computer aided mechanical Engineering labs at Navkis College of Engineering, Hassan, has machines with latest configuration and the necessary software are available to give students the best learning experience.

COURSE MATRIX

I and II Semesters

Physics and Chemistry cycles – common to all programmes

III SEMESTER (2022 SCHEME)

1. Mathematics for Computer Science
2. Digital Design & Computer Organization
3. Operating Systems
4. Data Structures and Applications
5. Data Structures Lab
6. Object Oriented Programming with Java
7. Social Connect and Responsibility
8. Project Management with Git
9. National Service Scheme (NSS)
10. Physical Education (Sports and Athletics)

IV SEMESTER (2022 SCHEME)

1. Analysis & Design of Algorithms
2. Artificial Intelligence
3. Database Management Systems
4. Analysis & Design of Algorithms Lab
5. Discrete Mathematics Structures
6. MongoDB
7. Biology for Engineers
8. Universal Human Values Course

V SEMESTER (2022 SCHEME)

1. Software Engineering & Project Management
2. Computer Networks
3. Theory of Computation
4. Data Visualization Lab
5. Distributed File Systems
6. Mini Project
7. Research Methodology and IPR
8. Environmental Studies and E-waste Management

VI SEMESTER (2022 SCHEME)

1. Big Data Analytics
2. Machine Learning
3. Blockchain Technology
4. Project Phase – I
5. Machine Learning Lab
6. Mobile Application Development with Flutter
7. Indian Knowledge
8. Water Conservation and Rainwater Harvesting

VII SEMESTER (2022 SCHEME)

1. Deep Learning & Reinforcement Learning
2. Statistical Machine Learning
3. Data Security & Privacy
4. Business Analytics
5. Deep Learning & Reinforcement Learning Lab
6. Statistical Machine Learning Lab
7. Major Project Phase – II
8. Conservation of National Resources

VIII SEMESTER (2022 SCHEME)

1. Technical Seminar
2. Research Internship / Industry Internship
3. NCMC