DEPARTMENT OF ARTIFICIAL INTELLIGENCE AND DATA SCIENCE
Artificial Intelligence and Data Science is a new branch of study that deals with scientific methodologies, processes, and techniques drawn from different domains like statistics, cognitive science, and computing and information science to extract knowledge from structured data and unstructured data. This knowledge is applied in making various intelligent decisions in business applications. Artificial Intelligence and data science engineering colleges in Bangalore focus on collecting, categorizing, strategizing, analyzing and interpreting data. It is a specialized branch that deals with the development of data-driven solutions, data visualization tools and techniques to analyze big data. It also incorporates the concepts of machine learning and deep learning model building for solving various computational and real-world problems.
About Artificial Intelligence (AI): Artificial intelligence is the simulation of human intelligence processes by machines, especially computer systems. Specific applications of AI include expert systems, natural language processing, speech recognition and machine vision.
About Data Science (DS):Data science is the domain of study that deals with vast volumes of data using modern tools and techniques to find unseen patterns, derive meaningful information, and make business decisions. Data science uses complex machine learning algorithms to build predictive models.The demand for data scientists is high, and the future of data science in India has extreme potential. There is a vast pool of talent, organizations investing in building strong data science teams, and plenty of opportunities to work on interesting projects.
Future Of Data Science in India:India is rapidly becoming a hub for data science and analytics, thanks to the country’s vast talent pool and relatively low labor cost. The rapid growth of usage of Data science is driven by several factors, including the increasing availability of data, the rise of artificial intelligence, and the growing demand for data-driven decision-making. As more organizations recognize the value of data science, they are turning to India for help building their data science capabilities. This is good news for Indian data scientists who can enroll in Data Science Degree course in India for continued growth and opportunity in the years ahead.Data Science is an excellent career with many future growth opportunities.
What is AI used for in Data Science? Data scientists contribute to the growth and development of AI. They create algorithms designed to learn patterns and correlations from data, which AI can use to create predictive models that generate insight from data. Data scientists also use AI as a tool to understand data and inform business decision-making.
Career Opportunities in AI and Data Science:AI and DS graduates will be able to design and develop intelligent business applications to solve various industrial problems. They use the latest tools and open-source technologies to recommend the required solutions. They can figure out how to evaluate the ethical, legitimate, proficient and social standards of engineering knowledge and practices. These graduates can also exhibit their domain knowledge in data handling, knowledge extraction, mobile and distributed application development, intelligence web/ecommerce development, database administration, computer hardware, networking, education and training and decision support systems using AI and Data Science tools and techniques.
Dr. Shankar Madhav Patil
Email: kishor.patil@sigce.edu.in
Welcome to the Department of Artificial Intelligence and Data Science!
At Smt.Indira Gandhi College of Engineering, Ghansoli, we are committed to shaping the future of technology by empowering our students with cutting-edge knowledge and skills in Artificial Intelligence (AI) and Data Science (DS). Our department is a hub of innovation, where creativity meets technical excellence. With a relevant curriculum, state-of-the-art facilities, and a team of dedicated faculty, we strive to prepare our students to tackle real-world challenges and lead in this transformative era of intelligent systems and data-driven decision-making.
Our focus is not just on academic excellence but also on fostering research, industry collaboration, and ethical practices to ensure our graduates contribute meaningfully to society. Whether you are a prospective student, a parent, or an industry partner, I invite you to explore our department and join us on this exciting journey of discovery and impact.
Together, let’s build a smarter tomorrow!
| SEMESTER III | ||
|---|---|---|
| Course
Code |
Course
Description |
Credit Assigned |
| Total
Credits |
||
| 2483111 | Mathematics for
Computer Engineering |
3 |
| 2483112 | Discrete Structures and
Graph Theory |
3 |
| 2483113 | Analysis of Algorithm | 3 |
| 2483114 | Computer organization & Architecture | 3 |
| 2483311 | Open Elective | 2 |
| 2483115 | Analysis of Algorithm
Lab |
1 |
| 2483116 | Computer Organization and Architecture Lab | 1 |
| 2483611 | Full Stack Java
Programming |
2 |
| 2993511 | Entrepreneurship
Development |
2 |
| 2993512 | Environmental Science
for Engineers |
2 |
| Total | 22 | |
| SEMESTER IV | ||
|---|---|---|
| Course
Code |
Course Description | Credit Assigned |
| Total Credits | ||
| 2484111 | Computational Theory | 3 |
| 2484112 | DatabaseManagement System | 3 |
| 2484113 | Operating System | 3 |
| MDC401 | Multidisciplinary minor | 3 |
| 2484311 | Open Elective | 2 |
| 2484114 | DatabaseManagement System Lab | 1 |
| 2484115 | Operating System Lab | 1 |
| MDL401 | Multidisciplinary minor | 1 |
| 2484411 | Mini Project | 2 |
| 2994511 | Business Model Development | 2 |
| 2994512 | Design Thinking | 2 |
| Total | 23 | |
| SEMESTER V | ||||
|---|---|---|---|---|
| Course
Code |
Course Name | Credits Assigned | ||
| Total | ||||
| CSC501 | Computer Network | 3 | ||
| CSC502 | WebComputing | 3 | ||
| CSC503 | Artificial Intelligence | 3 | ||
| CSC504 | Data Warehousing& Mining | 3 | ||
| CSDLO5
01X |
Department Level
Optional Course- 1 |
3 | ||
| CSL501 | WebComputing and
Network Lab |
1 | ||
| CSL502 | Artificial Intelligence Lab | 1 | ||
| CSL503 | DataWarehousing& Mining Lab | 1 | ||
| CSL504 | BusinessCommunication and Ethics-II | 2 | ||
| CSM501 | MiniProject: 2 A | 2 | ||
| Total | 22 | |||
| SEMESTER VI | |||
|---|---|---|---|
| Course Code | Course Name | Credits Assigned | |
| Total | |||
| CSC601 | DataAnalyticsand
Visualization |
3 | |
| CSC602 | Cryptography and System
Security |
3 | |
| CSC603 | SoftwareEngineeringand
Project Management |
3 | |
| CSC604 | Machine Learning | 3 | |
| CSDLO6
01X |
Department LevelOptional
Course -2 |
3 | |
| CSL601 | DataAnalyticsand
Visualization Lab |
1 | |
| CSL602 | Cryptography&System
Security Lab |
1 | |
| Project List: 2024-25 | |
|---|---|
| Sr. No. | Project title |
|
1
|
Pothole Resolver
|
|
2
|
Expense Tracker (Income and expenditure)
|
|
3
|
Face Recognation
|
|
4
|
Word Guessr Game
|
|
5
|
Eye blink Detection using Android
|
|
6
|
Weather Forcast Prediction
|
|
7
|
Implementation of data structure using c
|
|
8
|
InnoConnect
|
|
9
|
College and its Clubs Website
|
|
10
|
Ai assistant
|
|
11
|
Stock Price Prediction
|
|
12
|
Blood Report Checker
|
|
13
|
Study material
|
|
14
|
Doctor BOT
|
|
15
|
Tourist Recommendation Website
|
|
16
|
Food Ordering Website
|
|
17
|
Medical app
|
|
18
|
Web based multi channel data visualization for agriculture
|
|
19
|
Drowsiness detection system
|
|
20
|
Hospital Management System
|
Name of laboratory: Data Science Lab-1
Location: Lab Number 601A
Area of Laboratory: 15*26 ft
Laboratory Incharge: Dr. Vaishali Shinde
Laboratory Equipment: Desktop, Mouse,K/B,CPU, Epson projector,Routre Hardware: : Processor- 12th Gen Intel(R) Core(TM) i5-12400 2.50 GHz,RAM-16 GB
Software/ Operating System: MS-SQL, Linux,Ubuntu,Turbo , Windows 11 Pro Utilization of Laboratory: SE,FE,Departmental Value Added Programs
Laboratory Photo:
Name of laboratory: Data Science Lab-2
Location: Lab Number 601B
Area of Laboratory: 14*26 ft
Laboratory Incharge: Prof. Smita Makade
Laboratory Equipment: Desktop, Mouse,K/B,CPU,Projector
Hardware: Processor- 12th Gen Intel(R) Core(TM) i5-12400 2.50 GHz,RAM-16 GB Software/ Operating System: Linux, Ubuntu, Turbo C
Utilization of Laboratory: SE,FE
Laboratory Photo:
Name of laboratory: Data Science Lab-3
Location: Lab Number 602
Area of Laboratory: 29*26 ft
Laboratory Incharge: Prof. Manisha Punse
Laboratory Equipment: Desktop,Keybord,Mouse,Printer(HP laser Jet Pro p1108plus) Hardware: – 12th Gen Intel(R) Core(TM) i5-12400 2.50 GHz,RAM-16 GB Software/ Operating System: MASM/TASM,EMU8086,Turbo C
Utilization of Laboratory: FE,SE,Value Added Programs
Laboratory Photo:
| Date | Notice Descritpion | Link |
|---|---|---|
| 19/09/2024 | UT-1 Notice for DSE Students | Click Here |
A.Y.: 2025-2026
| Sr. No. | Sem | Subject | Subject Code | Subject Teacher | Google Cassroom Link | Google Cassroom Link Code | Teaching /lab plan |
|---|---|---|---|---|---|---|---|
| 1 | III | EM-III (TH) | PC301 | Prof. Deepika wagh | link | br4apuje | EM-III |
| 2 | III | DSGT | PC302 | Prof. Manisha M. Punse | DSGT | m5bb5qdm | DSGT_LESSON |
| 3 | III | AOA | PC303 | Dr. Vaishali M. Shinde | AOA-TH | mmym6zcj | AOA-LINK |
| 4 | III | COA | PC304 | Dr.Manoj kumar Yadav | Link | lgjoqvud | Link |
| 5 | III | ELECTIVE | OE301 | ||||
| 6 | III | AOA lab | PCL301 | Dr. Vaishali M. Shinde | AOA-LAB | ru6ywtcm | |
| 7 | III | COA Lab | PCL 302 | Dr.Manoj kumar Yadav | Link | lgjoqvud | Link |
| 8 | III | Full stack Java Pgming Lab | VSE 301 | Prof. Nirosha Uppu | Full Stack java link | qd6zi6t7 | Full stack java |
| 9 | III | Entrepreneurship Developement | HSL 301 | Dr. Sanjay Pa | |||
| 10 | III | Environmental Science for Engineeres | VECL301 | Prof. Aditi Jadhav | |||
| 11 | V | Computer Network | CSC501 | Dr. Vaishali M. Shinde | CN-LINK | vjayc3bh | CN-Link |
| 12 | V | Web Computing | CSC502 | Prof. Nirosha Uppu | WC LINK | xvm4giss | lesson plan link |
| 13 | V | Artificial Intelligence | CSC503 | Dr. Shankar Patil | AI Link | AI Classroom | AI_TH Link |
| 14 | V | Data Warehousing & Mining | CSC504 | Prof. Manisha M. Punse | DWM_link | fncocdj6 | DWM_LESSON |
| 15 | V | Statistics for Artificial Intelligence & Data Science | CSDLO5011 | Dr.Manoj kumar Yadav | Link | e4o4f7nq | Link |
| 16 | V | Web Computing & Network Lab | CSL 501 | Prof. Nirosha Uppu/ Dr.Manoj kumar Yadav | WC LINK | xvm4giss | lesson plan link |
| 17 | V | Artificial Intelligence Lab | CSL 502 | Dr. Shankar Patil / Prof. Manisha M. Punse | AI Link | AI Classroom | |
| 18 | V | Data Warehousing & Mining Lab | CSL 503 | Prof. Manisha M. Punse | Lab_DWM | ||
| 19 | V | Business Communication | CSL 504 | Prof Deepti Ahire | |||
| Mini Project: 2 A | CSM501 | Prof. Nirosha Uppu | MINI PROJECT LINK | jitqkubf |