DATA SCIENCE

Objectives:

• This 3-year course is designed in such a way that graduates can perform and conduct data-driven investigations by managing and visualizing all types of data.
• Students will understand the concept and develop an in-depth understanding of data science and data analytics.
• Teach students the basic techniques and procedures to analyze quantitative and qualitative data to arrive at solutions by identifying the pattern, predict trends and analyze data sets from different sectors

PEO : Program Educational Objectives (PEOs)

The B.Sc. Data Science program describe accomplishments that graduates are expected to attain within five to seven years after graduation.

PEO 1 Our graduates will excel with professional skills, fundamental knowledge, and advanced futuristic technologies to become Data Scientists, Data Analyst, AI Research Scientists, or Entrepreneurs

PEO 2 Our graduates will establish their knowledge by adopting Data Science Technologies to solve complex real-world problems with accurate, thoughtful solutions

PEO 3 Our graduates will engage in lifelong learning to excel in their profession with social and ethical awareness and responsibility

SRI KRISHNA ADITHYA COLLEGE OF ARTS AND SCIENCE

 Affiliated to Bharathiar University

SCHEME OF EXAMINATION – CBCS PATTERN

Data Science

• Batch: 2025-2028
• Batch: 2024-2027
• Batch: 2023-2026
• Batch: 2022-2025
• Batch: 2021-2022

BEST PRACTICES:

• To exhibit the talents, students are motivated to involve in Group Seminar, Group Discussion, Debugging and also non-technical events by encouraging them to participate in several activities.
• Every month students’ grievances are addressed through Tutor ward meeting and students are counseled by counselors, if needed. 
• Conducting Weekly Aptitude tests for all the streams
• Organizing student development programs to exhibit their talents
• Providing various skills to all students through Our Cyber 360 Club, Hacker Club and Animation Club.
• Conducting Online Certification course “Introduction to Big Data”
• In collaboration with Tamil Department, Imparting the bondage of regional language and escalate the richness of the language in Wikipedia through the Workshop “KaniniTamil”
• Providing Life skill Training exclusively for II-year students
• Conducting Placement readiness programmes in regular intervals
• Activity based learning system

1. Dr.T.Premalatha,Assistant Professor, Department of Datascience, published a paper tilted “Heart Disease Prediction using Machine Learning ” in Journal of Nonlinear Analysis and Optimization, June 2024,UGC Care Approved, Group I, Peer Reviewed Journal with IF 7.62
2. K. Brindha,Assistant Professor ,Department of Data Science published a paper titled “Robust Machine Learning For Anomaly Detection In Cyber Security” in Indian Journal of Natural Sciences,Vol.15 ,Issue 85 – Aug 2024 , ISSN: 0976 – 0997
3. Dr.R.Karthik, Assistant Professor, Department of Data Science published a   paper in “3rd International Conference on Pervasive Computing and Social Networking” on June 19-20, 2023. Topic” IoMT with Cloud-Based BC Disease Diagnosis Healthcare Framework Using Deep Convolutional Neural Network with Long Short-Term Memory.
4. Dr.R.Karthik, Assistant Professor, Department of Data Science published a paper titled  “overview of Indian Stock Market”in  IPE Journal of Management, Volume 14, July-December 2024, ISSN 2249-9040.
5. Dr.R.Karthik, Assistant Professor, Department of Data Science published a paper titled  “A Comprehensive Analysis on Cyber Security System: An Intrusion Detection System (IDS)”in  Fuzzy System and Soft Computing, Volume 14, July-December 2024, ISSN 1819-4362.
6. Dr.R.Karthik, Assistant Professor, Department of Data Science published a paper titled  “Advancements in Breast Cancer Detection using Machine Learning Techniques for Early and Accurate Prediction Comprehensive Analysis ” in  Electronic, Volume 14, July-December 2024, ISSN 979-8-4066-1.
7. Dr.R.Karthik, Assistant Professor, Department of Data Science published a paper titled  “ A Comprehensive Review of Artificial Intelligence Techniques for Analyzing Respiratory Sound to Detect Wheezing Sounds” in  Journal of Nonlinear Analysis and optimization, Volume 15, Issue. 1, No.13: 2024, ISSN 1906-9685.
8. Dr.R.Karthik, Assistant Professor, Department of Data Science published a paper titled  “ A Study on Digital Forensic: A New FACE to the Digital World Comprehens” in  Journal of Nonlinear Analysis and optimization, Volume 15, Issue. 1, No.13: 2024, ISSN 1906-9685.
9. Dr.R.Karthik, Assistant Professor, Department of Data Science published a paper titled  “ Credit Card Application and Validation” in  Journal of Nonlinear Analysis and optimization, Volume 15, Issue. 1, No.13: 2024, ISSN 1906-9685.
10. Dr.R.Karthik, Assistant Professor, Department of Data Science published a paper titled  “ Analysis and Prediction of Modernized Loan Approval System” in  International Journal of  Research Publication and Reviews, Volume 5, n0 8,pp 2092 – 2096 August 2024, ISSN 2582 – 7421.
11. Dr.R.Karthik, Assistant Professor, Department of Data Science published a paper titled  “ A Review of the Literature on IOT and Artificial Intelligence on Rural Fishing Techniques and Chinese Fishing Nets” in  International Journal on Recent and innovation Trends in Computing and Communication”  Volume 11, Issue 11,December 2023 August 2024, ISSN 2321 – 8196.
12. Mr.S.Balasubramani, Assistant Professor, Department of Data Science published a paper titled  “Cloud Computing and its Fundamentals” in  Journal of Nonlinear Analysis and optimization, Volume 15, Issue. 1, No.13: 2024, ISSN 1906-9685.
13. Dr.R.Karthik, Assistant Professor, Department of Data Science published a paper titled  “ Credit Card Application and Validation System” in  International Journal of Nonlinear Analysis and Optimization”  Volume 15, Issue. 1, No.13: 2024, ISSN 1906-9685.
14. Mrs.K.Brindha,Assistant Professor, Department of Data Science published a paper titled “Advanced Transfer Learning Strategies for Improving Deep Learning Model Efficieiency and Accuracy” in International Journal of Research in Applied Science & Engineering Technology (IJRASET)  Volume 12 ,2024,ISSN 2321-9653.
15. Mr.P.Jayasheelan , Assistant Professor,Department of Data Science Published a paper titled “A Pragmatic Research Approach On Artificial Intelligence In Content Delivery ThroughSDS Technologies” in International Journal of Nanotechnology Perceptions, Volume 20,Issue 8,2024,ISSN ISSN 1660-6795.
16. 16.Dr.S.Sheeja,Assistant Professor,Department of Data Science Published a paper titled “An Efficient Intrusion Detection System Using a Multiscale Deep Bidirectional GRU Network to Detect Blackhole Attacks in IoT based WSNs”,Journal of Multiscale Modelling (JMM),Volume 5,Issue 3, 2024,ISSN 17569737(Web of Science)
17. Dr.S.Sheeja,Assistant Professor,Department of Data Science Published a paper titled ”Intrusion detection system with an ensemble DAE and Bi-LSTM in the fog layer of IoT networks”, Journal of Applied Research and Technology,Volume 22,Issue 6,2024,ISSN 2448-6736( SCOPUS )
18. Mr.P.Jayasheelan , Assistant Professor,Department of Data Science, Published a paper titled “Role of BlockChain in Revolutionizing Digital Marketing” in  International Journal of Fuzzy Systems and Soft Computing,Volume 14, July-December 2024, ISSN 1819-4362.
19. Dr.T.Premalatha,Assistant Professor,Department of Datascience Published a paper titled “Data Storage Solution with Data Science” in  Journal of Nonlinear Analysis and optimization, Volume 15, Issue. 1, No.13: 2024, ISSN 1906-9685.
20. Mr.P.Jayasheelan , Assistant Professor,Department of Data Science, Published a paper titled “Study on Data Science” in IAPQR Transaction ,Volume 30,2024,ISSN 0970-0102.
21. K.Brindha,Assistant Professor ,Department of Data Science,Published a paper titled “Exploring the Impact of Data Science on Modern Industries” in Star International Journal , Volume 10,2024 ISSN 2321-676X.
22. Dr.S.Sheeja,Assistant Professor,Department of Data Science  Published a paper titled “Block Chain Technology: A paradigm Shift in Digital InnovationL”.n  Journal of Nonlinear Analysis and optimization, Volume 15, Issue. 1, No.13: 2025, ISSN 1906-9685.
23. Dr.R.Karthik, Assistant Professor, Department of Data Science published a paper titled  “Artifical Intelligence Tools and Applications” IAPQR Transaction ,Volume 30, Jan-June 2025,ISSN 0970-0102.
24. K.Brindha,Assistant Professor ,Department of Data Science,Published a paper titled “Exploratory Data Analysis (EDA)”. In IAPQR Transaction ,Volume 30, Jan-June 2025,ISSN 0970-0102.
25. Mr.P.Jayasheelan , Assistant Professor,Department of Data Science, Published a paper titled “ The Role of Artificial Intelligence in Modern Cyber Security” in International Journal of Fuzzy Systems and Soft Computing,Volume 14, Jan – June 2025, ISSN 1819-4362.
26. Mr.P.Jayasheelan , Assistant Professor,Department of Data Science, Published a paper titled “The Study of the Emergence of Data Science in Digital Marketing” in IAPQR Transaction ,Volume 30,2025,ISSN 0970-0102.

1. Dr.R.Karthik Ram , Nivetha K & Nithyasri R Of Data Science Presented Paper On The “Datafication in Business Analytics” on International Conference Organized By “Suguna College of Arts and Science” On 20/10/2023.
2. Ms.Jennifer .I, Prathab Adithya.G.B, Shajid . S, of  I BSc . AI & ML Section B Presented Paper On The “Case Study on Various Applications  of AI” on International Conference Organized By “Suguna College of Arts and Science” On 20/10/2023.
3. Mrs.K.Brindha,Asst.Professor,Dept of Data Science has presented Paper On The “AI In Entertainment” on International Conference Organized by “Suguna College of Arts and Science” on 20/10/2023.
4. Mr.Balasubramani, Abishek.A , Pranav.M,  of  I BSc . AI & ML Section A Presented Paper On The “Challenges And Implementing AI In Rural Areas” on International Conference Organized By “Suguna College of Arts and Science” on 20/10/2023.
5. Mr S.Balasubramani , Rayaan A S,Saniya Paul R,Harini P,Nathi   Vadhani N Of I Data Science B Presented Paper On The “Future Of Artificial Intelligence” On International Conference Organized By “Suguna College Of Arts And Science” On 20/10/2023
6. Mr S.Balasubramani , Vikasini E, Nivedha G,Dhanushya R,Amna Saliha P I K Of I Data Science B Presented Paper On The “Internet Of Things(Iot) In Smart Devices” On International Conference Organized By “Suguna College Of Arts And Science” On 20/10/2023
7. Dr.R.Karthik Ram, Akaliya.S,Diyana Fathima.H,Aneesha Barveen.S,Joshika.J  Of I Data Science B Presented Paper On The “Astronomy ” On International Conference Organized by “Suguna College of Arts and Science ” On 20/10/2023.

Student Publications in National / International Journal

1. Pranav Adith S,Muhammad Fayiz , III BSC  DS Students, Department of Data Science published a paper titled  “Overview of Indian Stock Market”in  IPE Journal of Management, Volume 14, July-December 2024, ISSN 2249-9040.
2. Mr.S.Vishnudev,Ms N.Ramya, III BSC  DS Students, Department of Data Science published a paper titled  “Cloud Computing and its Fundamentals” in  Journal of Nonlinear Analysis and optimization, Volume 15, Issue. 1, No.13: 2024, ISSN 1906-9685.
3. S. Dhaksha, M. Saranya, S. Thrisha III BSC  DS Students, Department of Data Science  Published a paper titled “Exploring the Impact of Data Science on Modern Industries”, in Star International Journal , Volume 10,2024,ISSN  2321-676X.
4. Nishidh S, Harish K III BSC  DS Students, Department of Data Science  Published a paper titled “Anomaly Detection in Network Security” in Star International Journal , Volume 10,2024,ISSN  2321-676X.
5. kesavan T, S I Thoufeeq Ahamed,III BSc  DS Students,Department of Data Science Published a paper titled,”THE AI: MIND OR MACHINE” in Star International Journal , Volume 10,2024,ISSN  2321-676X.
6. Niyathi S,Deepthi  M,,III BSc  DS Students,Department of Data Science Published a paper titled “ Overview of Threats in Dark Web” in IAPQR Transaction ,Volume 30,2024,ISSN 0970-0102.
7. Ms.S.Swetha,Ms.D.Rineetha Grace, III BSc  DS Students,Department of Data Science Published a paper titled “Role of BlockChain in Revolutionizing Digital Marketing” in  International Journal of Fuzzy Systems and Soft Computing,Volume 14, July-December 2024, ISSN 1819-4362.
8.  Ms.Harshini,Ms.Prahalya III BSC  DS Students,Department of Data Science Published a paper titled “Data Storage Solution with Data Science” in  Journal of Nonlinear Analysis and optimization, Volume 15, Issue. 1, No.13: 2024, ISSN 1906-9685.
9. Mr.Dhanush P,Ms.Barath S.V III BSC  DS Students,Department of Data Science Published a paper titled “Mixed Reality : A Survey” in Journal of Nonlinear Analysis and optimization, Volume 15, Issue. 1, No.13: 2024, ISSN 1906-9685.
10. Ms.Vaishnavi V, Mr. Manoj S III BSC  DS Students, Department of Data Science Published a paper titled “Study on Data Science” in IAPQR Transaction ,Volume 30,2024,ISSN 0970-0102.
11. Ms.S. Dhaksha, Ms.M. Saranya, Ms. S.Thrisha III BSC  DS Students,Department of Data Science Published a paper titled “Exploring the Impact of Data Science on Modern Industries” in Star International Journal , Volume 10,2024 ISSN 2321-676X.
12. Mr.S.Mukhilan, Mr. V. Abinavkarthick III BSC  DS Students,Department of Data Science Published a paper titled “Enhancing Early Detection of Cognitive Detection of Cognitive Decline in Agin Populations Using Light Weight Machine Learning Models” international Journal of Fuzzy Systems and Soft Computing,Volume 14,2025, ISSN 1819-4362.
13. Mr.R.Prajit , Mr.B.Saravana Kumar III BSC  DS Students,Department of Data Science Published a paper titled “Block Chain Technology: A paradigm Shift in Digital InnovationL”.n  Journal of Nonlinear Analysis and optimization, Volume 15, Issue. 1, No.13: 2025, ISSN 1906-9685.
14.  Ms.M KAVIYA, Ms.RV JENIE RECHAL  III BSC  DS Students,Department of Data Science Published a paper titled “Artifical Intelligence Tools and Applications” IAPQR Transaction ,Volume 30, Jan-June 2025,ISSN 0970-0102.
15. Ms.Dhanu Shree A,Ms.Nivetha C R III BSC  DS Students,Department of Data Science Published a paper titled “Exploratory Data Analysis (EDA)”. In IAPQR Transaction ,Volume 30, Jan-June 2025,ISSN 0970-0102.
16.  Mr.Vibin S, Mr.Vishwa V III BSC  DS Students,Department of Data Science Published a paper titled “The Impact of Technology On Human Interaction”.in Star International Journal , Volume 10,2025 ISSN 2321-676X.
17.  Ms.Harani. V V,Ms. Kaviyapriya. K, III BSC  DS Students,Department of Data Science Published a paper titled “ The Role of Artificial Intelligence in Modern Cyber Security” in International Journal of Fuzzy Systems and Soft Computing,Volume 14, Jan – June 2025, ISSN 1819-4362.
18.  Mr.Mohammed Salman Khan, Mr. Mohammed Ansar SM III BSC  DS Students,Department of Data Science Published a paper titled “The Study of the Emergence of Data Science in Digital Marketing” in IAPQR Transaction , Volume 30,2025,ISSN 0970-0102.

Details of Paper Presentation by Students

1. Giridharan P , Prahalya P , Harshini V & Ramya N Of Data Science Presented Paper On The “Artificial Intelligence in Agriculture” on International Conference Organized By “Suguna College of Arts and Science” On 20/10/2023.
2. Niyathi S, Pranav Adith S , Deepthi M & Muhammed Fayiz R Of Data Science Presented Paper On The “Dark Web” on International Conference Organized By “Suguna College of Arts and Science” On 20/10/2023.
3. Akshayasri S , Aruna Sri S , Dhanu Shree A & Nivetha C R Of Data Science Presented Paper On The “Applications and Challenges in Web Scrapping”On International Conference Organized By “Suguna College of Arts and Science” On 20/10/2023.
4. Vaishnavi V , Suretha A & Manoj S Of Data Science Presented Paper On The “Role of Artificial Intelligence in Present and Future”On International Conference Organized By “Suguna College of Arts and Science” On 20/10/2023.
5. Prajit R  , Logesh K & Saravana Kumar B Of Data Science Presented Paper On The “HADOOP-Map Reduce Technique in Big Data Mining”On International Conference Organized By “Suguna College Of Arts And Science” On 20/10/2023.
6. C,Vishnu.C & Jassin Sham.J of I BSc DS ‘A’ presented Paper on International Conference entitled ”A Survey on Metaverse Technologies” on 20.10.2023 organized by Suguna College of Arts and Science
7. jay Rathnavel K,Hari Kisan Surjith & Mohammed Asif A of I BSc DS ‘A’ presented Paper on International Conference entitled “A survey on Smart City ” on 20.10.2023 organized by Suguna College of Arts and Science
8. Sanjay & Shubhashree.M of I BSc DS ‘A’ presented Paper on International Conference entitled “A Review on Challenges of IoT Technologies” on 20.10.2023 organized by Suguna College of Arts and Science
9. Swathi of I BSc DS ‘A’ presented Paper on International Conference entitled  “A Review on Advancements, Challenges and Implications of   LGBTQ+ Parenthood And IVF” on 20.10.2023 organized by Suguna College of Arts and Science
10. Eniyanivashini of I BSc DS ‘A’ presented Paper on International Conference entitled  “Philosophy of Gen Z” on 20.10.2023 organized by Suguna College of Arts and Science
11. Akaliya.S  And Diyana Fathima.H  of I DS have presented a paper entitled “Artificial Intelligence Methods And Applications ” in the second International Conference on ICRTCS 24 held on February 02,2024.
12. Kaviya of II DS have presented a paper entitled “Artificial Intelligence Tools And Applications ” in the second International Conference on ICRTCS 24 held on February 02,2024.
13. Aneesha Barveen.S and Joshika.AJ of I DS have presented a paper entitled “Data Mining And Data Warehousing ” in the second International Conference on ICRTCS 24 held on February 02,2024.
14. Harish raj.R and Mohammed Jasim.A of II DS have presented a paper entitled “Emerging 5g Technologies In Mobile Communication ” in the second International Conference on ICRTCS 24 held on February 02,2024.
15. S and Abinav Karthick.V of II DS have presented a paper entitled “Evolution Of Robotics In Current Technologies ” in the second International Conference on ICRTCS 24 held on February 02,2024.
16. K and Santhosh Kumar.K of II DS have presented a paper entitled “Features Of National Language Processing In AI ” in the second International Conference on ICRTCS 24 held on February 02,2024.
17. Ashwin Balaji.R and Nishidh.S of II DS have presented a paper entitled “Neural Networks In Machine Learning Techniques ” in the second International Conference on ICRTCS 24 held on February 02,2024.

STUDENTS ACHIEVEMENTS

Awards Won by Students

18. Jithesh,Mr.Adish,Mr.Rithik of II BSc Data Science, SKACAS secured firstplace in the event Survivor Arena,held at Sri Ramakrishna College of arts and science,Coimbatore on 31.01.2025
19. Sameer Anwar from II BSC.DS -A got Second prize in group dance competition at Hillario’25 held on 31.01.2025 at Nandha arts and science college Erode.
20. S from II BSc DS A has secured second place in poem writing competition and has won 2500 rupees as cash price in HILARICAS25 held on 14.02.2025 at Hindustan college of arts and science
21. B.Boomija and V.P.Eniyanivashini of II-BSc DS 'A' have participated in Symposium held at Hindustan College of Arts and Science on 18th February 2025 and they took part in 'Movie Phile' competition and also bagged second prize.
22. Browny Boonson, Vivitha Magesh, Ajay Rathnavel and Krupa Annie Kurian from II BSC DS 'A' has won third place Tech Master '25 Hackathon at STC College and bagged Rs. 5,000 cash prize on 26.03.2025.