B.Tech Artificial Intelligence College in Nagpur, Maharashtra

About Department

B. Tech. in Artificial Intelligence is an undergraduate programme with advanced learning solutions imparting knowledge of advanced innovations like machine learning, often called deep learning and artificial intelligence.

This specialisation is designed to enable students to build intelligent machines, software, or applications with a cutting-edge combination of machine learning, analytics and visualisation technologies. The main goal of artificial intelligence (AI) and machine learning is to program computers to use example data or experience to solve a given problem. Many successful applications based on machine learning exist already, including systems that analyze past sales data to predict customer behaviour (financial management), recognize faces or spoken speech, optimize robot behaviour so that a task can be completed using minimum resources, and extract knowledge from bioinformatics data.

This programme discusses AI methods based in different fields, including neural networks, signal processing, control, and data mining, in order to present a unified treatment of machine learning problems and solutions.

Artificial Engineering College in Nagpur

HOD Profile

Dr. Mangala Madankar

Ph.D

Head of Department of Artificial Intelligence

Dr. Mangala Madankar is Head of Department of Artificial Intelligence. She is having total experience of 18 years, 15 years in the field of academics and 3 years industry experience. She did her PhD in Information Technology from RTMNU, Nagpur. M.E. in Wireless Communication and Computing and B.E. in Computer Engineering, from RTMNU, Nagpur.

Her areas of research interests are Natural Language Processing, Data Science, Big Data and Information Retrieval Systems.

She has published more than 54 research papers in International Journals and Conferences with indexing in Scopus, Springer, Elsevier, IEEE, and ESCI. She has 179+ Google scholar citation and 8 h-index and h-10 index. She received active SPOC Appreciation Award By NPTEL IIT Madras in year (2018-19, 2019-20, 2020-21) and special appreciation award for motivating and encouraging students for taking NPTEL courses in 2018-19. She is also the recipient of Silver Medal in NPTEL course Formal Language and Automata by IIT Bombay.

She is a reviewer of International Conferences and Journals of indexing with SCOPUS/SCI ranking. She filed two patents and one published. She has worked as a project coordinator of COE – High Performance Computing, Android training Program by Natarajan Education Society, QEEE Program by IIT Madars. Remote center Coordinator ( IIT Bombay / IIT Kharagpur), ISRO Digital Learning, NPTEL Local Chapter, Virtual Lab by IIT Bombay, and involve in creation of credit transfer policy through digital learning.

She has worked as General Co-chair and Finance chair for various International Conferences, ICISP 2015 indexed by Elsevier, ICCICA June 2021 indexed by Helix Scientific Explorer, ICCICA June 2021 indexed by IOP Material Science, and IICCICA Nov 2022 indexed by IEEE. She had delivered various expert talks on “Automata Theory”, “Big Data”, “Game Theory”, She delivered a session on NPTEL Awareness program for Maharashtra region in coordination with IIT Bombay.

Vision & Mission

Our Vision

To Achieve excellent standards of quality-education by using the latest tools, nurturing collaborative culture and disseminating customer oriented innovations to relevant areas of academia and industry towards serving the greater cause of society.

Our Mission

To develop professionals who are skilled in the area of Artificial Intelligence.
To impart quality and value based education and contribute towards the innovation of computing, expert system, Data Science to raise satisfaction level of all stakeholders.
Our effort is to apply new advancements in high performance computing hardware and software.

Key Strengths

Cutting edge technology offered	Machine Learning, Drone , Data Analytics
Student Clubs	Coding Club
MoU's (Industry/Institutions/Organizations)	Many leading industries and organizations for academics, placements, research works and internships.Konverge.AI, Nagpur, QICE Technologies Pvt. Ltd., Pune ,ProgrammingTree Pvt. Ltd., Nagpur Bennett University, Greater Noida, Uttar Pradesh.
Professional Society Chapters	IEEE CIS Students Bombay Section Chapter
Faculty areas of expertise	Machine Learning, AI , Data structure , Object Oriented Programming, Python
Skill based courses offered	100 hrs ‘ Machine Learning EDGE Empower Program’ by Bombay Stock Exchange (BSE), Mumbai.
Patents & Copyrights	2 Copyrights 1.Stock Market Prediction using Deep Neural Network Reg.No: L-82994/2019 2.Image Analysis and Classification of flower using Machine Learning Algorithm for creating organic color,Reg.No. : L-83890/2019
Departmental Magazine/Newsletter	WISSEN

Programs Offered

B.Tech in Artificial Intelligence

Programme Educational Objectives

The Program Educational Objectives of the Artificial Intelligence and Machine Learning Under graduate program are designed to produce knowledgeable Machine Learning engineers who are ready to contribute effectively to the advancement of Intelligent Computing systems .The graduates shall:

PEO1: Apply analysis, predictions, optimization ,decision making and develop skills in order to formulate and solve complex Intelligent computing and multidisciplinary problems.
PEO2: Take up higher studies, research & development and other creative efforts in the area of Machine Learning.
PEO3: Use their skills in an ethical & professional manner to raise the satisfaction level of stake holders.

Program Outcomes

The students will be able to learn:

Engineering knowledge
Problem analysis
Design/development of solutions
Conduct investigations of complex problems
Modern tool usage
The engineer and society
Environment and sustainability
Ethics
Individual and team work
Communication
Project management and finance
Life-long learning

Program Specific Outcomes

PSO1: Apply the skills in the areas of Health Care, Education, Agriculture, Intelligent Transport, Environment, Smart Systems & in the multi-disciplinary area of Artificial Intelligence and Machine Learning.
PSO2: Demonstrate engineering practice learned through industry internship to solve live problems in various domains. Software applications for problem solving.

IEEE CIS Students Chapter

IEEE CIS Students Chapter

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Courses

Our USPs

Industry Experts on Board of Studies
Syllabus designed by Industry Experts
Centre of Excellence in AI
MoU with Industries
IEEE CIS Students Chapter
Joint Projects with Research Organization and Industry
Signature Events – Data Science Summit, International AI Summit
Tie ups with Data Camp for free certification for Students
Well Equipped Labs
Practical Oriented Curriculum

Eligibility

At least 45 % marks (40% in case of reserved catergory for MS only) in Mathematics, Physics & any one subject from Chemistry / Biotechnology / Biology / Technical Vocational Subject in 10+2 class.
MHT-CET/ JEE(Main) non-zero positive score in Year 2020

Admission Procedure

Admission shall be through Centralized Admission Process (CAP Educational Institution shall admit Candidates through The stages of CAP shall be as stated below, - (a) Display or Publishing of Information Brochure by the Competent Authority. The Information Brochure shall be published on the website of the Competent Authority .The candidate should read the information brochure carefully. (b) The candidate should fill the Online Application Form as per the notified schedule for respective admission. Information Brochure for Admission to Under Graduate Technical Courses by DTE Maharashtra

CAP Admission

Registration with DTE
Merit List
Option form Filling
Allotment of College(Freeze, Slide, Float)
Report to College along with DTE allotment letter, original documents and prescribed fees for Actual Admission

Pattern of Course & Syllabus

Syllabus Highlights B. Tech (Artificial Intelligence)

Basic Computer Science Course

Programming
Computer Architecture and Organization
Operating System
Design and Analysis of Algorithms
Computer Networks
Theory of Computation
Database Management Systems
Software Engineering & Project Management
Mathematics Courses

AI Courses

AI Knowledge Representations and Reasoning
Introduction to Drones
Bio Systems with AI
Internet of Things
Intrduction to Robotics
Machine Learning Algorithms
Probability and Statistics Using R
Soft Computing
Natural Language Processing
Computer Vision
Deep Learning
Cloud Computing
Big Data Tools And Techniques
Information Sciences
AI in Finance
+ 8 Electives (Industry Oriented)

Syllabus Highlights ( B. Tech (Data Science))

Basic Computer Science Course

Programming
Computer Architecture and Organization
Operating System
Design and Analysis of Algorithms
Computer Networks
Theory of Computation
Database Management Systems
Software Engineering & Project Management
Mathematics Courses

Data Science Courses

Introduction to Data Science
Data Preprocessing
Data Analysis Using R
Machine Learning Algorithms
Statistics for Management
Information Retrieval and Text Mining
Next Generation Databases
Big Data Computing
Cloud Computing
Machine Learning
Computer Vision and Deep Learning
+6 Industry Oriented Department Electives

Future scope of course /Opportunities after completing B.Tech

Artificial Intelligence Engineer	Data Science Engineer
AI Engineer	Business Intelligence Developer
Research Analyst	Data Engineers
Machine Learning Engineer	Data Scientist
Computer Vision Engineer	Financial Analyst
Robotics	Big Data Architect/Engineer
AI Research Scientist	Database Administrator
Business Intelligence Developer	Business Analyst

Placements

Laboratories

Overview

The department has 4 laboratories well equipped with hardware and software.There are Data science Lab, Drone Lab, Deep Learning Lab and Research Lab. The Data Science Lab has 100 licenses of Tableau Software. There is a dedicated research laboratory where students implement various AI projects.

Major Equipment & Facilities

Industry Supported Labs

Data Science Lab

Lab is equipment with 100 Licenses of Tableau Software
Dell Vostro 3470- Intel Core i3, 4 GB RAM, 1 TB HDD

Research Projects

Name of the Project	Funding Agency	Amount ( )	Faculty Name
Development of Artificial Intelligence based Continuous Air Quality Prediction and Management System.	Microsoft’s ‘AI for Earth Microsoft Azure Compute Grant’.	11.38500 lac	Dr. Gopal Sakarkar

Eminent Faculty

Achievements

Faculty Achievements & Awards

Faculty Achievements & Awards

Name of Faculty	Title of the Event	Achievement / Award	Awarding Organization
Prof. A. Thomas	Engineers Day	Best Teacher Award (2014-15)	GHRCE
Prof. A. Thomas	Engineers Day	Special Achievement Award (2013)	GHRCE
Prof. A. Thomas	Engineers Day	Special Recognition Award (2018)	GHRCE
Prof. A. Thomas	IEEE R10 STUDENT INTERNSHIP & SKILL DEVELOPMENT	Recognition and Appreciation	IEEE R-10
Dr.Gopal Sakarkar	Engineers Day	Best Teachers Award (2018-19)	GHRCE