Linear Algebra through Data Science

Convener(s)

 
Name: Prof. Amritanshu Prasad Prof. S. Viswanath
Mailing Address: The Institute of Mathematical Sciences,
Chennai 600113.		 The Institute of Mathematical Sciences,
Chennai 600113.
Email: amri at imsc.res.in svis at imsc.res.in

This workshop will discuss basic ideas of linear algebra through the prism of data science. Concepts such as linear independence, rank, basis, eigenvalues and eigenvectors, orthogonality and singular value decomposition will be discussed in the context of data science. There will also be a discussion of machine learning applications of linear algebra concepts. It is hoped that this workshop will lead to a better understanding of linear algebra itself, and also its relevance to data science and machine learning.

Dates: 

Monday, May 20, 2024 - 19:00 to Saturday, May 25, 2024 - 19:00

Venue: 

Venue Address: 

The Institute of Mathematical Sciences
CIT Campus, Taramani, Chennai 600113

 

Venue State: 

Venue City: 

PIN: 

600113

Syllabus: 

Name of the Speaker with affiliation

No. of Lectures

Detailed Syllabus

Amritanshu Prasad(AP)

9hrs

Rank, independence, bases, Gaussian elimination with examples from data science.

S.Viswanath(SV)

9hrs

 Inner products, orthogonalization and singular value decomposition
with examples from data science.

Pranabendu Misra (PM) Chennai Mathematical Institute

6hrs

Machine learning applications of linear algebra concepts.

 

References:

  1. Coding the Matrix by Philip Klein(https://codingthematrix.com/)

 

Name of the tutors:

S.No.

Name

Affiliation

1

Velmurugan S (VS)

IMSc

2

T V Ratheesh (TR)

IMSc

Time Table: 

 

Day

Date

Lecture1

9.30-11.00

Tea
11.00-11.30

Lecturer 2

11.30-13.00

Lunch
13.00-14.00

Lecture 4

14.00-15.00

Tea
15.00-15.30

Discussion
15.30-16.30

Snacks
16.30-17.00

Mon

20

AP

 

SV

 

PM

 

AP,VS,TR

 

Tue

21

AP

 

SV

 

PM

 

SV,VS,TR

 

Wed

22

AP

 

SV

 

PM

 

PM,VS,TR

 

Thu

23

AP

 

SV

 

PM

 

AP,VS,TR

 

Fri

24

AP

 

SV

 

PM

 

SV,VS,TR

 

Sat

24

AP

 

SV

 

PM

 

PM,VS,TR

 

Selected Applicants: 

 

 

Sr.n SID Full Name Gender Affiliation Position in College/ University University/Institute M.Sc./ M.A. Year of Passing M.Sc./M.A Ph.D. Degree Date
1 56466 Mr. Sagar Chakraborty Male Maulana Abul Kalam Azad University of Technology, West Bengal Visiting Faculty University of Kalyani 2015  
2 56467 Mr. Manish Pal Male Atal Bihari Vajpayee Govt Degree College Sunni Asst. Professor Himachal Pradesh University, Shimla 2018  
3 56470 Dr. Sunil Kumar Sahoo Male Regional Higher Secondary School, Sanda Sr. Lecturer Alagappa University, Tamilnadu 2007  
4 56479 Mr. Vasudevan S Male Hindustan Institute of Technology and Science PhD Research Scholar Reva University 2022  
5 56484 Dr. Gopal Kumar Gupta Male Symbiosis International University Nagpur Campus Assistant Professor Banaras Hindu University Varanasi M. SC. MATH 2011 15. Mar. 2019
6 56489 Ms. Vijaya Dharshini T Female Sri G. V. G. Visalakshi college for women M. Sc Student Bharathiar university, Sri G. V. G. Visalakshi college for women Appeared / Awaiting Result  
7 56491 Mr. Yerrapati Venkata Subbaiah Male Sardar Vallabhbhai National Institute of Technology Msc Student      
8 56522 Prof. Radha S Female Vellore Institute of Technology Assistant Professor(Sr.) Kongu Nadu Arts and Science College, Coimbatore 1998 9. Jun. 2019
9 56525 Mr. Gandharv Rajendra Sawant Male Indian Statistical Institute Bangalore B.Math Student      
10 56527 Mr. Indra Bate Male National Institute of Technology Karnataka (NITK) PhD IIT Kanpur 2016  
11 56529 Mr. Bharani Dharan K Male Vellore Institute of technology PhD PACHAIYAPPA'S COLLEGE 2020  
12 56533 Dr. Tejinder Kumar Male Alliance University Assistant Professor IIT Roorkee 2016 8. May. 2023
13 56537 Ms. Vaishnavi K Kumar Female Anna university M.Sc Anna university 2019  
14 56540 Ms Bhavadharani K Female The gandhigram rural institute-Deemed University, MSc student The Gandhigram rural institute-Deed university 2018  
15 56543 Ms Rutuja Sachin Kulkarni Female PES's Modern College of Engineering, Pune Assistant Professor Shivaji University 2020  
16 56544 Mr. Sachin Manjunath Naik Male National Institute Of Technology Karnataka PhD Mangalore University Mangalagangotri 2019  
17 56552 Dr. Kanika Sood Female Kaushalya-The Skill University Assistant Professor Central University of Himachal Pradesh 2015 27. Jan. 2023
18 56559 Mr Sanjayprabu S Male Sri Ramakrishna Mission Vidyalaya College of Arts and Science Ph.D. Research Scholar   2020  
19 56565 Mr. Mahadeb Mandal Male IIT Bombay MSc Student Indian Institute of Technology,Mumbai 2024  
20 56572 Dr. Rajat Vaish Male Amity University Madhya Pradesh, Gwalior Assistant Professor Aligarh Muslim University, Aligarh 2013 31. Oct. 2019
21 56592 Dr. Avinoy Paul Male Cachar College Assistant Professor Gauhati University, Guwahati 2004 1. Jul. 2014
22 56612 Mr. Sashadhar Dutta Male Ramakrishna Mission Vivekananda Centenary College, Rahara Msc Ramakrishna Mission Vivekananda Centenary College    
23 56641 Dr. Reshma Rohitkumar Sanjhira Female P. D. Patel Institute of Applied Sciences, Charotar University of Science and Technology, Changa, Gujarat Assistant Professor The M.S.University of Baroda, Vadodara 2007 10. Mar. 2022
24 56642 Dr. Manoj Prajapati Male Charotar University of Science and Technology Assistant Professor Sardar Patel University 2014 28. Jun. 2021
25 56643 Dr. Sethukumarasamy Kannan Male Vellore Institute of Technology Chennai Assistant Professor University of Madras 2010 2. Mar. 2022
26 56650 Dr. Sarika Goyal Female Netaji Subhas University of Technology Dwarka Delhi 110078 Assistant Professor Delhi University 2009 5. Jan. 2015
27 56658 Mr Keshav Saini Male Malaviya National Institute of Technology PhD Malaviya National Institute of Technology Jaipur 2022  
28 56663 Mr. Amal P Male Indian Institute of Technology Tirupati MSc Student Indian Institute of Technology Tirupati Appeared  
29 56664 Mr. Pachigolla Sai Kumar Male IIT TIRUPATI Msc Student IIT TIRUPATI Appeared  
30 56691 Mr. Md Karimulla Haque Male Indian Institute of Technology Madras MSc Student Indian Institute of Technology Madras Appeared  
31 56725 Dr Janani Jayalakshmi Govindarajan Female Seethalakshmi Ramaswami College Assistant Professor Bharathidasan University 2015 25. Jun. 2020
32 56736 Dr. Sethuraman Balaji Male Vellore Institute of Technology Assistant Professor Anna University 2011 9. Apr. 2019
33 56761 Dr Manimaran J Male Vellore Institute of Technology Chennai Assistant Professor Bharathiar University 2012 2. Sep. 2021
34 56769 Dr. Abdul Gaffar Male Shibli National College Assistant Professor University of Lucknow / M.Sc. 2015 6. Dec. 2023
35 56788 Dr. Ganesamurthy S Male Periyar University Post Doctoral Fellow Saradha Gangadharan College 2014 8. Apr. 2019
36 56789 Mr Hariharan Subramanian Male SASTRA University Undergraduate Student -    
37 56792 Mr. Sukhwinder Singh Rawat Male Doon University PhD Student Hemvati Nandan Bahuguna Garhwal University 2018  
38 56796 Dr Anish Kumar Male Patna Womens College Asst. Prof Central University of South Bihar 2018 9. Jan. 2024
39 56802 Dr Gladwin Jos K T Male Government engineering college, kozhikode Assistant professor cochin university of science and technology 2008 13. May. 2022
40 56809 Mrs Sonali Mandar Narsale Female MES Wadia College Of Engineering Pune Assistant professor M.Sc Mathematics 2006  
41 56812 Dr Karthikeyan Shanmugam Male KPR Institute Of Engineering And Technology/ Anna University Assistant Professor Bharathiar University 2008 25. Feb. 2022
42 56827 Dr. Chitra Vaithialingam Female PSG Institute of Technology and Applied Research Associate Professor Bharathidasan University 2007 1. Nov. 2012
43 56829 Ms. Akila Visali R Female Sri G.V.G
Sri G.V.G. Visalakshi College for Women		 M.Sc student Sri GVG Visalakshi College for Women    
44 56830 Ms. Gnanadharshini N Female Sri G.V.G. Visalakshi College for Women M.Sc student Sri GVG Visalakshi College for Women    
45 56836 Dr Anitha Sakthivel Female PSG Institute of Technology and Applied Research Assistant Professor M.Sc 2014 7. Dec. 2021
46 56850 Dr. Priyambada Tripathi Female Vidyashilp University Assistant Professor Banaras Hindu University 2008 30. Dec. 2015
47 56851 Dr Arokiamary S Female Sacred Heart Degree College for Women Assistant Professor Bangalore University 2004 2. Jan. 2024
48 56853 Dr. Mayrika Dhiman Female Dronacaharya PG college of Education Assistant Professor Central University of Himachal Pradesh M.Sc. 2017 11. Jan. 2024
49 56860 Ms Ritika Singh Female Indian Institute of Technology (BHU) Ph. D. Student Banaras Hindu University 2018  
50 56868 Mr. Subhadeep Pal Male Indian Statistical Institute, Bangalore M.Math Student Indian Statistical Institute, Bangalore    
51 56882 Mr Gnanam Mahesh Kalakaoi Male AGURCHAND MANMULL JAIN COLLEGE Assistant Professor University of Madras 2013  
52 56886 Dr Grayna J Female PSG institute of Technology and Applied Research Asst. Professor Government Arts College, Coimbatore. 2011 1. Jul. 2020
53 56900 Dr. Surendra Kumar Mishra Male W R S Govt. College, Dehri, Kangra, 176022, Himachal Pradesh Assistant Professor   2014 23. Aug. 2021
54 56921 Ms. Seemabano Aluddin Shah Female S.N.Patel institute of technology and research centre Bardoli,surat Assistant professor B. K. M. Science College valsad (VNSGU) 2018  
55 56922 Mr. Niren Biswas Male University of Calcutta PhD Student University of Calcutta 2019  
56 56934 Mr. Thyagarajan M Male Agurchand Manmull Jain College Asst. Prof. Anna University 2005  
57 56935 Dr Chinthamani S Female Stella Maris College Asst. Professor University of Madras 2001 1. Oct. 2017
58 56945 Dr. Muneer Nabi Male Chandigarh University Assistant Professor Jamia Millia Islamia /M.Sc. 2015 21. Jun. 2023
59 56955 Ms. Riya Ghosh Female IIT (ISM) DHANBAD PhD IIT (ISM) DHANBAD 2020  
60 56971 Prof. Shyamala - Gopalakrishnan Female SEETHALAKSHMI RAMASWAMI COLLEGE Associate Professor National College,Tiruchirappalli 1990 16. Apr. 2021
61 57001 Mrs. Chaithra B J Female Manipal Institute of Technology, Manipal Academy of Higher Education. PhD Student Mangalore University, Mangalore 2019  
62 57010 Dr. R. Srimathi Female Idhaya College of Arts and Science for Women Assistant professor Saradha Gangadharan College (affiliated to Pondicherry University) 2013 9. Jul. 2020
63 57035 Dr Mansiben Nejal Zaveri Female S N Patel Institute of Technology & Research Centre, Umrakh HOD & Assistant Professor Veer Narmad South Gujarat University, Surat 2006 2. Jul. 2019
64 57039 Dr. Niru Chetanbhai Patel Female P.D. Patel Institute of Applied Sciences Assistant Professor M. Sc. 2003 31. May. 2023
65 57050 Dr Suniti Ghangas Female MDSD College Assistant Professor Kurukshetra University 2013 14. Dec. 2022
66 57070 Ms. N. B. Gayathri Female Sri Sathya Sai Institute of Higher Learning Assistant Professor Andhra University 2006 25. Sep. 2020
67 57080 Mr. Priyaranjan Mallick Male National Institute of Technology Raipur PhD Utkal University 2013  
68 57082 Dr. Sathishkumar G Male SRM Institute of Science and Technology, Ramapuram Campus Assistant Professor Periyar University 2015 20. Jan. 2020
69 57084 Dr. Subbulakshmi P Female Stella Maris College Assistant Professor M.Sc. 2017 28. Jun. 2023
70 57107 Mr. Ravi Kumar Male Central University of Jammu PhD Student University of Jammu    
71 57120 Ms Sivaranjani Annadurai Female VIT University RESEARCH SCHOLAR M.Sc 2021 5. Jan. 2022
72 57124 Dr. Mehak Sharma Female Central University of Jammu Assistant Professor University of Jammu 2016 13. Dec. 2022
73 57159 Mr. Abdul Rahman Male IIT Madras MSc Student   Appeared  
74 57161 Prof Jinu Mary Mary Jameson Female St Berchmans College(Autonomous ), Changanassery Assistant Professor CUSAT 2014  
75 57181 Dr Ranjan Kumar Das Male NIT Raipur Assistant Professor IIT Kanpur 2012 1. Nov. 2019
76 57182 Ms Nidhi Gupta Female Central University of Jammu Ph.D Scholar Central University of Jammu 2019  
77 57183 Ms. Shalini Sharma Female Central University of Jammu PhD Student DAV (PG) College, Dehradun 2014  
78 57188 Mr. Arvind Singh Male Central University of jammu PhD Central University of jammu 2020  
79 57197 Ms. Rishu Garg Female Guru Nanak Dev University PhD Panjab University, Chandigarh 2019  
80 57198 Mr. Manik Sareen Male Guru Nanak Dev University PhD D.A.V. COLLEGE,AMRITSAR 2021  
81 57209 Ms. Priyanka Tomer Female IIMT UNIVERSITY, MEERUT Assistant Professor M.Sc 2013  
82 57214 Mr Amit Kumar Male Department of Mathematics, NIT Raipur, Chhattisgarh, PhD Kurukshetra University 2019  
83 57218 Ms. Aaisha Be Female National Institute of Technology Raipur PhD University of Delhi 2018  
84 57223 Dr. Sandeep Kumar Verma Male SRM University AP Assistant Professor Indian Institute of Technology (ISM) Dhanbad 2016 21. Jun. 2021
85 57229 Mr. Tikesh Verma Male National institute of Technology Raipur PhD student Pt. Ravishankar shukla university Raipur 2022  
86 57262 Dr. Murugan M Male Coimbatore Institute of Technology (Government Aided Autonomous Institution, Affiliated to Anna University,Chennai)
Coimbatore - 641 014. Tamil Nadu.		 Assistant Professor GOVERNMENT ARTS COLLEGE (Autonomous),COIMBATORE 2016 10. Mar. 2023
87 57271 Mr. Debasish Sadhukhan Male IISER TIRUPATI PhD UNIVERSITY OF HYDERABAD 2017  
88 57272 Ms Muskan Gupta Female University of Allahabad, Prayagraj (U.P) M.Sc Student University of Allahabad 2022  
89 57276 Dr. Sanu Bera Male Gandhian Institute of Technology and Management (GITAM) University Assistant Professor University of Calcutta 2018 10. Feb. 2024
90 57277 Dr. Ramandeep Kaur Female Guru Nanak Dev University Assistant Professor Guru Nanak Dev University, Amritsar 2006 10. Jul. 2017
91 57281 Ms. Tanisha Gupta Female Central University of Jammu PhD Central University of Jammu 2020  
92 57299 Mr. Abhijeet Joshi Male Indian Institute of Information Technology Vadodara PhD P D Patel Institute of Applied Science, CHARUSAT University 2023  
93 57307 Ms. Kajal Chawla Female Guru Nanak Dev University Ph.D. Scholar Punjabi University, Patiala 2019  
94 57308 Dr. Sudhir Singh Male GITAM (Deemed to be) University Assistant Professor Mahatma Gandhi Kashi Vidyapith University, Varanasi 2016 23. Jan. 2023
95 57318 Mrs. Bhanu Sharma Female Central University of Jammu Scholar Jammu University 2016  
96 57320 Mr. Santanu Soe Male IIT MADRAS PhD IIT MADRAS 2022  
97 57323 Ms. Mily Mary Sleeba K Female Union Christian College Assistant Professor M. G. University, Kottayam 2001  
98 57333 Dr. Sukhpreet Kaur Sidhu Female Akal University Assistant Professor M.Sc. (Mathematics) from G.N.D.U. Amritsar 2006 13. Apr. 2016
99 57343 Dr. Thula Kiran Kumar Male SR University Assistant Professor KAKATIYA UNIVERSITY 2003 4. Feb. 2019
100 57354 Mr. Umapathi V Male Department of Mathematics, Bharathiar University. PhD Department of Mathematics, Bharathiar University. 2021  
101 57356 Mr. Ritwik Prabin Kalita Male Indian Institute of Technology Delhi PhD Indian Institute of Technology Guwahati 2022  
102 57374 Mr. Sumit Singh Male Indian Institute of Technology Madras PhD University of Gour Banga 2020  
103 57376 Dr Saranya Subbaiyan Female BMS Institute of Technology & Management Assistant Professor Bharathiar University, CBE. TN 2009 25. Jul. 2014
104 57379 Dr. Dr Umme Zainab Female NIT Kurukshetra Guest Faculty Jamia Millia Islamia New Delhi 2015 5. Apr. 1994
105 57382 Ms. Rihana Farveen Female Bharathiar University PhD Bharathiar University 2022  
106 57388 Mr. Pawan Kumar Nagal Male IIT Palakkad PhD Kururkshetra University 2018  
107 57394 Dr. Mohamad Assadullah Yatoo Female Govt. Degree College Womens Sopore Guest Faculty Jamia Millia Islamia /M.Sc. 2014 21. Jun. 2023
108 57397 Mr. Bhaskar Mandal Male National Institute of Technology Durgapur MSc Student National Institute of Technology Durgapur Appeared  
109 57398 Mr. Sarvesh Pandey Male Indian Institute of Technology, New Delhi PhD Banaras Hindu University 2021  
110 57399 Ms. Gayatri Dumka Female Banasthali Vidyapith PhD Kumaun University 2016  
111 57400 Mr. B Janaki Raman Male IIST Thiruvananthapuram PhD completed University of Madras (RIASM) 2016 31. May. 2023
112 57402 Dr. David Raj M Male Vellore Institute of Technology, Chennai Assistant Professor Bhararathidasan University, Trichy 2014 13. Mar. 2021
113 57408 Mrs Rajeshwari S Female Mohammad Sathak AJ college of Engineering Assistant Professor Madras university 2011  
114 57410 Mr. Sajeed Ibrahim Ghanchi Male Pandit Deendayal Energy University PhD Sardar Patel University, Vallabh Vidyanagar 2018  
115 57411 Mr. Heeraballabh Khanduri Male Rajiv Gandhi Institute of Petroleum Technology Jais uttar pradesh PhD Banaras Hindu University Varansai 2019  
116 57414 Dr. Raja N Male KPR Institute of Engineering and Technology Assistant Professor(SL.G) Bharathiar University 2011 22. Jul. 2019
117 57416 Dr. Antony Crispin Sweety C Female Avinashilingam Institute for Home Science and Higher Education for Women Assistant Professor Nirmala Collrde for Women affliated to Bharathiar University, Coimbatore 2012 19. Jun. 2017
118 57417 Mr. Amit Kumar Singh Male Chennai Mathematical Institute
Chennai Mathematical Institute		 Post doc fellow University of Allahabad, India 2011 8. Nov. 2019
119 57418 Dr Kavitha Ambalavanan Female Mohamed Sathak AJ college of Engineering and technology Assistant professor Msc 2009 30. May. 2018
120 57430 Mr Arif Ali Male Indian Institute of Science Education and Research Thiruvananthapuram (IISER TVM) MSc Student Indian Institute of Science Education and Research Thiruvananthapuram (IISER TVM) Appeared  
121 57435 Mr. Vineet Kumar Male Indian institute of Information Technology Design and Manufacturing PhD central University Of South Bihar 2021  
122 57436 Dr. Om Prakash Keshri Male Dayananda Sagar University Assistant Professor Indian School of Mines, Dhanbad 2012 10. Sep. 2020

 

How to Reach: 

How to Reach

School Short Name: 

latds

Last Date Application: 

Monday, August 15, 2022

School Type: 

TEW

Separate faculty form: 

0