Faculty

K.V.Uma

 kvuit@tce.edu

49

PUBLICATIONS       

1

SPONSORED PROJECTS

-

CONSULTANCY PROJECTS

3

M.E./Ph.D. SCHOLARS

53

SEMINAR, CONFERENCE, WORKSHOP ATTENDED

 Educational Qualification

DEGREE BRANCH INSTITUTE YEAR
B.E CSE SONA COLLEGE OF TECHNOLOGY 2002
M.E CSE THIAGARAJAR COLLEGE OF ENGINEERING 2010
Ph.D ICE ANNA UNIVERSITY 2021

 Experience

PERIOD NO OF YEARS DESIGNATION INSTITUTION
07-06-2010 to 31-08-2023 13 Assistant Professor Thiagarajar College of Engineering
01-09-2023 to 01-01-0001 1 Associate Professor Thiagarajar College of Engineering

 Publications

 Journals
  1. Harshini Lara A K, Dr. K. V. Uma,Addressing the Challenges in Retinal Disorder Prediction Using Transfer Learning Mechanism,Nanotechnology Perceptions (Scopus indexed -Q4) No.S1 -2024, 751–761
  2. K.V. Uma, C. Sakthi Birundha, S. Subasri & V. A. Harini ,Diagnosis of Covid-19 using Chest X-ray Images using Ensemble Model ,IETE Journal of Research (Scopus-Q3) , DOI:10.1080/03772063.2023.2190542,March 2023
  3. Jeyamala Chandrasekaran, Anitha D, and Uma K.V, An Effective Instructional Design to Enhance Learning Outcomes of Information Security Course in Online Mode, Journal of Engineering Education Transformations (Scopus - Q3), DOI: 10.16920/jeet/2023/v36is2/23047, Year: 2023, Volume: 36, Issue: Special Issue 2, Pages: 319-325
  4. K.V.Uma,P.Juhi Padmaja,D.Vinoodhini,StackedFeature Selectionand C5.0 Classification Model with Tsallis Entropy for Medical Dataset,JOURNAL OF PHARMACEUTICAL NEGATIVE RESULTS, Vol 13,pp 393-399,DOI: https://doi.org/10.47750/pnr.2022.13.S03.065,September 2022
  5. An Empirical Study on the Impact of Industry Supported Courses in enhancing the Graduate Outcomes ,Journal of Engineering Education Transformations, Volume No 35, January 2022, Special issue, eISSN 2394-1707
  6. Intelligent dynamic grouping for collaborative activities in Learning Management System,Journal of Engineering Education Transformations ,Volume 34 , No. 2, October 2020, ISSN 2349-2473, eISSN 2394-1707
  7. K.V.Uma,M.Deebika,I.Rathna ,Vairam sujitha M,Fraud detection in cheque truncation system,International Journal Of Management,Technology And Engineering,ISSN 2249-7465 ,(UGC Approved Journal),2018
  8. K.V.Uma,M.Deepika,Vairam Sujitha,Set based Similarity Measure for User based collaborative filtering recommendation system,Lecture Notes on Data Engineering and Communications Technologies (Proceeding of the International Conferenceon Computer Networks,Big Data and IoT (ICCBI - 2018)),Volume 31,Springer (Scopus ID:21100901469)
  9. Classifier Model Using Renyi Entropy for Prediction of Adverse Event Thyroid Cancer International Journal of Printing, Packaging & Allied Sciences, Vol. 4, No. 3, December 2016, ISSN 2320-4387 |
  10. Classification of Adverse Event Thyroid Cancer using Naïve Entropy and Association Function, Indian Journal of Science and Technology, Vol 9(4), DOI: 10.17485/ijst/2016/v9i4/87042, January 2016, ISSN (Print) : 0974-6846ISSN (Online) : 0974-5645
  11. K.V.Uma, Prediction of Adverse Drug Reactions due to Drug-Drug Interactions Using Probability Analysis, International Journal of Data Mining and Knowledge Engineering, 2012- ISSN 0974 9683
  12. Improving the Classification accuracy of Noisy Dataset by Effective Data Preprocessing ,IJCA,Volume 180 - Number 36,DoI : 10.5120/ijca2018916908,2018
  13. C5.0 Decision Tree Model using Tsallis Entropy and Association Function for General and Medical Dataset,Intelligent Automation and Soft Computing,Vol-26,N0-1,61-70,DOI 10.31209/2019.100000153,March 2020
 Conferences
  1. Dr.K.V.Uma,Booja B,Bhuvaneshwari S,Lakshmi Priyanksri,Driver Drowsiness Detection System in Vehicles using Deep Learning Algorithms,Velammal International COnference on Engineering (VinCE’24), 17th and 18th May 2024
  2. Dr.K.V.Uma , P.Sarvika , C.Lakshmi Aiswarya, K.Jayaa Sri, Predictive Maintenance System for Tyre Manufacturing Company,International Conference on Recent Trends in Artificial Intelligence, Cyber Security and Embedded Systems ( ICRTACES 24),19th and 20th September 2024
  3. Dr. K V Uma ,P.Sarvika,C Lakshmi Aiswarya ,K Jayaa Sri ”Decoding Cosmetic Ingredients: A Comprehensive Approach to ToxicityAnalysis and Safety Recommendations Using Advanced Machine Learning Models"in the Second International Conferenceon Recent Trends in Engineering and Technology (ICRTET 2024) held at Nandha Engineering College, Erode, Tamil Nadu,INDIA during 14 - 15, March 2024.
  4. Srinidhi R G,Gokila Harini Krishna K ,Swetha S, Dr Uma K.V ,Hyperparameter tuning for recommendation algorithms, International Conference on Transforming Engineering Systems for Sustainability (TESS-2023) organized by Taylors University and Hindusthan Educational Instituitions on 29 and 20 November 2023
  5. Dr. K V Uma ,P.Sarvika,C Lakshmi Aiswarya , Analyzing User Sentiment and Extracting Insights: A Comparative Study of Online Food Quality and Hospitality Reviews , 56th Annual Convention of ORSI and 10th International Conference on Business Analytics and Intelligence,IISC Bangalore,18 -20 December ,2023
  6. Gokila Harini Krishna K ,Srinidhi R G, Dr Uma K.V ,Intelligent CCTV Surveillance System,Proceedings of the Second International Conference on Next Generation Computing Systems ,Springer Communications in Computer and Information ScienceICNGCS - March 2023
  7. Juhi Padmaja,Vinoodhini,K.V.Uma ,“Effective Classification of IBM HR Analytics Employee Attrition UsingSampling Techniques” in the 2022 IEEE Sponsored Second International Conference on Advances in Electrical, Computing,Communications and Sustainable Technologies (ICAECT 2022) held at Shri Shankaracharya Technical Campus (SSTC), Bhilai, Chhattisgarh, India during 21 - 22
  8. Sankarasubramanian,Yajith Vishwa,Yogith,K.V.Uma,C.Deisy,Document Classification and Automatic Grading,IEEE sponsored Second International Conference on Advances in Electrical, Computing, Communications and Sustainable Technologies (ICAECT 2022) , Shri Shankaracharya Technical Campus (SSTC),Bhilai, Chhattisgarh, India during 21 - 22, April 2022
  9. T Janani Priya, K P Sabari Priya,Jennifer Priscilla Vincent, K V Uma and S Pudumalar,Detection of Non-functional Bore wells Using MachineLearning Algorithms,ICDIIS ,11-12 December 2020
  10. Shruthi P,Varthana C, Varsha A, K.V.Uma,Prediction Of Breast Cancer Using Feature Selection And Classification,Seventh International Conference on Business Analytics and Intelligence,IIM Bangalore, 5-7 December, 2019
  11. P.Shobana,S.Nandhini,J.Keerthi,K.V.Uma,Detection Of Thyroid Disease By Using Feature Selection And Classification ,National Conference on Machine Learning and Artificial Intelligence ,Organised by Coimbatore Institute of Technology in association with Data Centre and Analytics Lab, IIM Bangalore & Analytics Society of India, August 26-27, 2019
  12. V. Gunamathi, M. Rashmi, H. Nilofar Nisa, K.V.Uma, Brain Image Segmentation For Tumor Detection Using Deep Learning,National Conference on Machine Learning and Artificial Intelligence ,Organised by Coimbatore Institute of Technology in association with Data Centre and Analytics Lab, IIM Bangalore & Analytics Society of India, August 26-27, 2019
  13. K.V.Uma,"Set based Similarity Measure for user based collaborative filtering Recommendation System",Springer -International Conference on Computer Networks,Big data and IOT,December 19-20,2018
  14. K.V.Uma,S. Pudumalar,E.Sharon Blessie,"A Combined Classification Algorithm based on C5.o and NB to predict Chronic Obstructive Pulmonary disease",IEEE International Conference on Computational Intelligence and Computing Research,December 13-15,2018
  15. K.V.Uma,E.Sharon Blessie ,"Survey on Android Malware detection and protection using Data Mining algorithms",International conference on I-SMAC(IOT in Social,Mobile,Analytics,Cloud),30-31 August 2018
  16. K.V.Uma, S.Haseena Banu,E.Krishnapriya, K.S.Ramya , ”A Survey on Various Entropies Used in Classification algorithms “ National Conference on Big Data Analytics and Mobile Technologies (NCBM 2017),24-25 March2017.
  17. K.V.Uma , K.Pandiselvi,“Enhancement of AHP-Apriori Algorithm for Association Rule Mining of the Healthcare Data” International Conference On IoT, Data Science and Security, 5-7 January, 2017
  18. K.V.Uma,C.R.Shiyamala Devi,Vinmugil ,“Analyze Various Data Mining Clustering Algorithms For Pharmacy Dataset”, International Conference on Business Analytics and Intelligence, IISc, Bangalore during 19th – 21st Dec 2016
  19. K.V.Uma,S.Pudumalar,T.S.B.Akshara,R.Nandhini,”Predicting the chances of offering scholarship to students, International Conference on Business Analytics and Intelligence”, IISc, Bangalore during 19th – 21st Dec 2016
  20. K.V.Uma,K.Pandiselvi, “Survey on Association Rule Mining Algorithms “,International Conference on Engineering and Technology (ICET),Dec2016
  21. P.Karthikeyan ,K.V.Uma,A.M.Abirami,M.Thangavel “Efficient Assessment Methods for Improving the Programme Outcomes of Undergraduate - Information Technology Programme in India” Fourth IEEE International Conference on MOOCs, Innovation and Technology in Education (MITE'16),9-10 Dec,2016
  22. PREDICTION OF STUDENTS PLACEMENT USING LOGISTIC REGRESSION,Third International Conference on Business Analytics and Intelligence ,26-12-15 to 28-12-15,IIM Bangalore
  23. Effectiveness of Mobile Learning at TCE, India: A Learner Perspective, IEEE International Conference on T4E, 2015.
  24. Identification of Factors causing Breast Cancer using Maximum Likelihood Estimation and Varimax Rotation,National conference onFrontiers in Applied Sciences and Computer Technology,NIT,Trichy,March -2015
  25. Classification of Adverse drug reactions using Improved decision tree algorithm,Second International conference on Big data and analytics in healthcare- 2014
  26. Enhancing the accuracy of Improved ID3 Algorithm Using Feature Selection Technique, ICEISMS 2013
  27. K.V.Uma, Enhancing the Prediction of Adverse Drug Reactions by Data Pre-processing and Feature Selection, International Conference on Design and Application of Structures, Drives, Communicational and Computing Systems, Vol-1
  28. K.V.Uma, Classification of unanticipated episodes by temporal association, National Conference on Imaging,Computing,Object and Mining, 511-517
  29. K.V.Uma, Mining unexpected temporal association detecting adverse drug reactions, International Conference on Bio Informatics and Systems Biology , 34
  30. K.V.Uma,D.Tamilselvi ,G.Pathri Narayanan , Rachel Aradhana D,S Sneeha ,Shanmuga Dharshini K ,tAnalyzing Eye Data for Children with Autism during Virtual Reality based Rehabilitation,Proceedings of the Seventh International Conference on Business Analytics and Intelligence,IIM Bangalore,December 2022
  31. K.V.Uma Associative Classification Of Infrequent Items On Temporal Data,NCKDDM 11,
 Books
  1. K.V.Uma,Chapter : Problem-Based Learning in DBMS for Non-CSE/IT Students ,(pages 317-344) ,Source title : Adaptive Learning Technologies for Higher Education,DOI: 10.4018/979-8-3693-3641-0.ch014 ,2024
  2. K.V.Uma,Aakash V,Deisy C, Chapter :Smart Surveillance System Using Deep Learning Approaches in the Handbook of Research on Computer Vision and Image Processing in the Deep Learning Era,IGI Global, October 2022,DOI: 10.4018/978-1-7998-8892-5 ,ISBN13: 9781799888925
  3. T. Janani Priya, K. P. Sabari Priya, L. Raxxelyn Jenneyl, and K. V. Uma,Automatic Question Generation from Video, Computational Intelligence in Pattern Recognition, Lecture Notes in Networks and Systems, Volume 480
  4. K. V. Uma , T. Janani Priya, K. P. Sabari Priya ,and Jennifer Priscilla Vincent.Application of Data Mining Algorithms for the Detection of Non-functional Bore Wells,Research Developments in Science and Technology Vol. 9,Print ISBN: 978-93-5547-549-7, eBook ISBN: 978-93-5547-557-2,July 2022
  5. Optimization of User Based Collaborative Filtering , LAMBERT Academic Publishing,ISBN-10: 6200325928,October 2019

 Projects

TITLE SPONSORING AGENCY AMOUNT RESPONSIBILITY
Identification of medicinal plant using image processing TNSDC Naan Mudhalvan - Niral Thiruvizha Scheme 10,000 Faculty Guide

 Seminar, Conference, Workshop Attended

  1. One Week online FDP on Demystifying Large Language Models with Responsible AI ,TCE, 19-08-2024 to 23-08-2024
  2. 5-day Online FDP on the theme “Inculcating Universal Human Values in Technical Education” organized by All India Council for Technical Education (AICTE) , 05-08-2024 to 09-08-2024
  3. Two Day Workshop on Teaching Programming: Leveraging AI Conducted by TCE Academic Process Team, 23-11-2023 to 24-11-2023
  4. NPTEL AICTE FDP on Multicore Architecture by IIT Guwahati,, 07-07-2023 to 13-10-2023
  5. NPTEL AICTE FDP on Introduction to the Internet of Things,by IIT Kharagpur,April 2023, 20-01-2023 to 22-04-2023
  6. 2 days FDP on Leadership Skills conducted by TCE , 20-12-2022 to 21-12-2022
  7. 3 days FDP on Machine Learning and Deep Learning using MATLAB conducted by MATLAB , 10-08-2022 to 12-08-2022
  8. AICTE Training and Learning(ATAL) Academy FDP on Artificial Intelligence and Blockchain Application for Food Agriculture Sector organised by Indian Institute of Planning Management Bangalore,, 24-01-2022 to 28-01-2022
  9. TWO DAYS ONLINE INTERNATIONAL FDP ON MULTI-OBJECTIVE OPTIMIZATION FOR REAL-TIME RESEARCH PROBLEMS, 19-11-2021 to 20-11-2021
  10. ACM Compute 2021 14th Annual Conference held at Department of Computer Science, University of Delhi., 18-11-2021 to 20-11-2021
  11. Three Days FDP on FOUNDATIONS OF DEEP LEARNING USING PYTHON ,TCE, 05-08-2021 to 07-08-2021
  12. Participated in 15 Hours of Faculty Development Program on Fundamentals of AI & ML (Online LIVE FDP) conducted by ICT Academy on 10 May 2021 to 14 May 2021, 10-05-2021 to 14-05-2021
  13. AICTE Training and Learning(ATAL) Academy Online FDP on Data Sciences organised by University College of Engineering,Kakkinada, 05-10-2020 to 09-10-2020
  14. Webinar on Integrated Development Environment for IoT Applications organised by Department of Computer Science and Engineering, Harcourt Butler Technical University , Kanpur , 26-05-2020 to 26-05-2020
  15. 3 days of video lectures and hands-on work on IIT Bombay BodhiTree platform -organised by the Teaching Learning Centre (ICT) at IIT Bombay,funded by the Pandit Madan Mohan Malaviya National Mission on Teachers and Teaching (PMMMNMTT), MHRD, Govt. of India, 23-05-2020 to 23-05-2020
  16. TEQIP-III Sponsored Two day Faculty Development Programme on Design, Develop and Deliver online courses through MOODLE platform,organised by Department of Technical Education .State Project Implementation Unit - Tamil Nadu & Coimbatore Institute of Technology, 23-04-2020 to 24-04-2020
  17. Two week online course on Digital Transformation in Teaching-Learning Process (DTITLP) course organised by NPIU and conducted by IIT Bombay on SWAYAM, 06-04-2020 to 22-04-2020
  18. TEQIP III sponsored one day workshop on "CDIO based Curriculum Design" at TCE, 22-08-2019 to 22-08-2019
  19. AICTE-QIP Sponsored one week short term course on "Research Issues and Challenges in Data Science and Big Data Analytics" at TCE , 18-03-2019 to 24-03-2019
  20. TEQIP III sponsored One Week Short Term course on Machine Learning Techniques in Modern Manufacturing,TCE, 10-12-2018 to 16-12-2018
  21. AICTE Sponsored Two weeks FDP on COntext Aware Recommender System in Cloud Environment, 20-11-2017 to 03-12-2017
  22. One day workshop on “Standard Operating Procedures for TCE”,TCE,22-Nov-2016, 22-11-2016 to 22-11-2016
  23. TEQIP II Sponsored workshop on “ICT tools for Engineering Education”,TCE,9-Nov-2016 , 09-11-2016 to 09-11-2016
  24. DST-SERB Sponsored 3-day seminar on Current Research Trends in Computational Techniques in Bioinformatics,TCE, 21-09-2016 to 23-09-2016
  25. One day Seminar on Research issues in Automata Theory and Its Applications,TCE, 31-08-2016 to 31-08-2016
  26. TEQIP Sponsored Two days Faculty Development Program on Recent Trends in Computer Architecture,TCE, 21-07-2016 to 22-07-2016
  27. TEQIP sponsored two day workshop on Evolutionary Optimization Algorithms and Applications ,TCE., 04-03-2016 to 04-03-2016
  28. TEQIP Sponsored Two Days Workshop on Exploratory and Statistical Analysis using R, 06-11-2015 to 07-11-2015
  29. Participated in Techathon 2015 conducted by SIDA(Software Industries Development Association), 19-08-2015 to 19-08-2015
  30. TEQIP Sponsored Two Days IEEE FDP on Machine Learning and Internet of Things,TCE, 08-05-2015 to 09-05-2015
  31. IBM sponsored one day workshop on , 26-02-2015 to 26-02-2015
  32. TEQIP sponsored two day training programme on "Management of Quality Circles for Effectiveness of Educational Institutions" organized by Quality circle Forum of India Chennai Chapter and TCE, 30-10-2014 to 31-10-2014
  33. TEQIP sponsored FDP Designing Engineering Education Research Studies organised by Centre for Engineering Education,TCE, 20-08-2014 to 22-08-2014
  34. TEQIP II and CSI SIGDATA sponsored one week workshop on Databases-Learning through activity, 23-06-2014 to 27-06-2014
  35. One day workshop on Leadership Class Apart conducted by TCS, 05-03-2014 to 05-03-2014
  36. TEQIP sponsored workshop on "Outcome Based Education " held at Thiagarajar College of Engineering, 12-11-2013 to 13-11-2013
  37. Workshop on Advanced computing and communication held at Hindustan University, 24-10-2013 to 24-10-2013
  38. Mission10X -Engineering Faculty Workshop ,conducted by Wipro, 11-09-2013 to 13-09-2013
  39. One day Workshop on Recent Trends and Research challenges in Business Analytics and Optimization, 13-08-2013 to 13-08-2013
  40. One day seminar on Recent Trends and Research Challenges in Business IntelligenceTCENational,, 29-11-2012 to 29-11-2012
  41. Knowledge Discovery in databases and R for Big Data Analysis,K.L.N.C.I.T, 14-08-2012 to 14-08-2012
  42. One day FDP on Mobile Computing by TCS, 03-08-2012 to 03-08-2012
  43. FDP on Data Mining by Honeywell, 31-07-2012 to 31-07-2012
  44. FMAST ICE - Formalisms,Methodologies,Algorithms and Solution Techniques, 15-03-2012 to 16-03-2012
  45. Five days FDP on Information Storage and Management conducted by EMC2 at TCE , 26-12-2011 to 30-12-2011
  46. DRDO sponsored one day seminar on Multicore TechnologiesTCE ,1 day, 08-12-2011 to 08-12-2011
  47. Soft Computing and SimulatorsP.S.N.A college,Dindigul, 24-03-2011 to 24-03-2011
  48. Rational Application Development, TCE, 4 days
  49. Recent trends in Data Mining, Thiagarajar College of Engineering, 2 days
  50. Software Testing, TCE, 1 day
  51. Adobe Flex builder, TCE, 1day
  52. Course On Tivoli Directory Service conducted by IBM, TCE, 4 days
  53. 5-day Online FDP on theme “Inculcating Universal Human Values in Technical Education” organized by All India Council for Technical Education (AICTE) from 5th August to 9th August 2024., 01-01-0001 to 01-01-0001

 Seminar, Conference, Workshop Organised

  1. Three days workshop on Machine Learning Techniques for Real-World Applications using Python,TCE, 29-07-2021 to 31-07-2021
  2. TEQIP III sponsored Two day workshop on Machine Learning Algorithms in Big Data Analytics for Engineering Applications, 11-09-2019 to 12-09-2019
  3. IEEE International Conference on Computational Intelligence and Computing Research, 13-12-2018 to 15-12-2018
  4. TEQIP sponsored Two days workshop on Recent Trends and Research Challenges in Deep Learning, 30-08-2018 to 31-08-2018
  5. One day ACM Eminent Speaker Programme on IT Operational Analytics, 28-11-2015 to 28-11-2015

 M.E./Ph.D. Scholars

NAME OF SCHOLAR COURSE AREA OF RESEARCH STATUS
V.SHANMATHY M.E/M.S Data Mining Completed
K.PANDISELVI M.E/M.S Data Mining Completed
E.SHARON BLESSIE M.E/M.S Data Mining Completed

 Lectures Delivered

TOPIC DELIVERED AT PERIOD
BFS and DFS NITTTR,Chennai 18-10-2023 to 18-10-2023
SVM NITTTR,Chennai 27-07-2023 to 27-07-2023
Clustering Techniques DCSE,NITTTR,CHennai 19-10-2022 to 19-10-2022
Cluster Analysis NITTTR,Chennai 23-12-2021 to 23-12-2021
Data Visualization Machine Learning Techniques for Real-World Applications using Python,TCE 29-07-2021 to 31-07-2021
"Innovative Teaching Methods" for Polytechnic Faculties AICTE Sponsored one week STC on Design Thinking for Academic Excellence through Language atThiagarajar College of Engineering 02-02-2018 to 02-02-2018
Combinational Logic Anna University Regional Centre Madurai 12-12-2013 to 12-12-2013

  Awards and Honours

  1. NPTEL Discipline Star, NPTEL - SWAYAM
  2. Placed in Par Excellence presentation category in 21st convention on Quality circles in Education at DMI college of Engineering ,Chennai, Quality Circle Forum of India,Chennai Chapter
  3. Facilitator for the student team "HYPATIA" whom has placed in "Par Excellence" Category in the Case study Presentation Competition at 20th Convention on on Quality Circles in Education held at Sri Sairam Engineering College,Chennai on 3rd February 2018. , Quality Circle Forum of India
  4. Auditor/Lead Auditor Training Course on Quality Management System based on ISO 9001-2015, TUV SUD South Asia Pvt Ltd
  5. Placed in Excellent presentation category in QC case study presentation, Quality Circle Forum of India-Chennai Chapter
  6. Software quality testing analyst , Computer society of India

 Membership

NAME OF SOCIETY DETAILS PERIOD
Internet Society 2186798
ACM ID:0973741

  Other Achievements

  1. Completed NPTEL 12 weeks course on Business Intelligence and Analytics conducted by IIT Madras with Elite Silver gradeAnalytics and
  2. Completed NPTEL 12 weeks course on Multi-Core Computer Architecture offered by IIT Guwahati in Elite grade
  3. Completed NPTEL 12 Weeks course on Internet of Things offered by IIT Kharaghpur with Elite Silver .April2023
  4. Mentor for the Nova Team whom secured The Potential Award in the FPT Education Research Festival 2022 (FPT Edu ResFes 2022)
  5. Mentor for the NOVA team whom won Special prize with Cash award of Rs.2000/- and a Industrial Machine Vision AI Developer kit worth $250 in Smart Madurai Hackathon
  6. Completed NPTEL 12 Weeks course on Machine Learning for Soil and Crop Management offered by IIT Kharaghpur with Elite Silver Category
  7. Completed edX 4 weeks course on Blockchain: Understanding Its Uses and Implications
  8. Completed EDX 4 weeks course on PY0101EN: Python Basics for Data Science offered by IBM
  9. Completed EDX 4 weeks course on PY0101EN: Python Basics for Data Science offered by IBM
  10. Completed Coursera Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions 4 week course on December 2020
  11. Completed Coursera 5 week course on Using Databases with Python by University of Michigan with a grade of 100% -July 2020
  12. Completed NPTEL 4 weeks Online Course -"Python for Data Science" with Elite Silver from IIT Madras, November 2019