DST-Center for Interdisciplinary Mathematical Sciences, Institute of Science
BHU, Varanasi
DSTSTUTI Sponsored Hands-on Training
on
“STUTI on Mathematics for Machine Learning”
(19th – 25thSeptember 2022)
PROGRAMME SCHEDULE
|
Time
|
Title
|
Recourse Person
|
|
19-09-2022 (Monday)
|
|
09:00-09:30 AM
|
Inauguration
|
Chief Guest
Prof. A.K. Srivastava
Ex-Director Institute of Science BHU
|
|
09:30-09:45 AM
|
High Tea
|
|
|
09:45-11:45 AM
|
Basics of Linear Algebra
|
Prof. Ajit Kumar
ICT Mumbai
|
|
11:45AM-01:45PM
|
Basics of the Probability theory
|
Prof. G.P.Singh
BHU Varanasi
|
|
01:45-2:30PM Lunch
|
|
02:30-5:30 PM
|
Practical Demonstration onbasics of lineae algebra through Sagemath, an open-source software
|
Prof. Ajit Kumar
|
|
Time
|
Title
|
Recourse Person
|
|
20-09-2022 (Tuesday)
|
|
09:00-11:00 AM
|
Basics of Linear algebra
|
Prof. Ajit Kumar
ICT Mumbai
|
|
11:00-11:15 AM
|
Tea Break
|
|
|
11:15AM-01:15PM
|
Basics of Linear algebra
|
Prof. Ajit Kumar
ICT Mumbai
|
|
01:15:02:15 PM Lunch
|
|
02:15-5:15 PM
|
Practical Demonstration on machine learning
|
Prof. B.S.Kushvah
IIT(ISM) Dhanbad
|
|
Time
|
Title
|
Recourse Person
|
|
21-09-2022 (Wednesday)
|
|
09:00-11:00 AM
|
Calculus and Machine learning
|
Prof. B.S.Kushvah
IIT(ISM) Dhanbad
|
|
11:00-11:15 AM
|
Tea Break
|
|
|
11:15AM-01:15PM
|
Linear regression
|
Prof. Ruchika Sehgal
IIT(ISM) Dhanbad
|
|
01:15:02:15 PM Lunch
|
|
02:15-5:15 PM
|
Practical Demonstrationon Calculus and Machine learning
|
Prof. B.S.Kushvah
IIT(ISM) Dhanbad
|
|
Time
|
Title
|
Recourse Person
|
|
22-09-2022 (Thursday)
|
|
09:00-11:00 AM
|
Gradient descent
|
Prof. Ruchika Sehgal
IIT(ISM) Dhanbad
|
|
11:00-11:15 AM
|
Tea Break
|
|
|
11:15AM-01:15PM
|
Basics of probability theory
|
Dr. G.P. Singh
BHU Varanasi
|
|
01:15:02:15 PM Lunch
|
|
02:15-5:15 PM
|
Practical demonstrationon gradient descent
|
Prof. Ruchika Sehgal
IIT(ISM) Dhanbad
|
|
Time
|
Title
|
Recourse Person
|
|
23-09-2022 (Friday)
|
|
09:00-11:00 AM
|
Basics of SVM & SVD
|
Dr. S.K. Gupta
IIT Roorkee
|
|
11:00-11:15 AM
|
Tea Break
|
|
|
11:15AM-01:15PM
|
Basics of SVM & SVD
|
Dr. S.K. Gupta
IIT Roorkee
|
|
01:15:02:15 PM Lunch
|
|
02:15-5:15 PM
|
Practical demonstration on inverse problem and machine learning
|
Dr. Manoj Kumar Singh
BHU Varanasi
|
|
Time
|
Title
|
Recourse Person
|
|
24-09-2022 (Saturday)
|
|
09:00-11:00 AM
|
Data mining: some preliminary concepts
|
Dr. S.K. Upadhyay
BHU Varanasi
|
|
11:00-11:15 AM
|
Tea Break
|
|
|
11:15AM-01:15PM
|
Statical Machine Learning
|
Prof. Anil K Ghos
Indian Statistical Institute, Kolkata
|
|
01:15:02:15 PM Lunch
|
|
02:15-5:15 PM
|
Practical demonstration on Diagonalization SVM & SVD
|
Dr. S.K. Gupta, IIT Roorkee
|
|
Time
|
Title
|
Recourse Person
|
|
25-09-2022 (Sunday)
|
|
09:00-11:00 AM
|
Statical Machine learning, multilayer perceptron, and dimensionality reduction techniques
|
Prof. Anil K Ghos
Indian Statistical Institute, Kolkata
|
|
11:00-11:15 AM
|
Tea Break
|
|
|
11:15AM-01:15PM
|
Statical Machine learning, multilayer perceptron, and dimensionality reduction techniques
|
Prof. R.K. Agarwal
JNU New Delhi
|
|
01:15:02:15 PM Lunch
|
|
02:15-5:15 PM
|
Practical demonstration on Multilayer perceptron and dimensionality reduction techniques
|
Prof. R.K. Agarwal
JNU New Delhi
|
|
05:15-06:00PM
|
Valedictory Function
|
|
