The Department of Computer Science and Department of Mathematics jointly organized a National Level Faculty Development Programme, ‘Demystifying Machine Learning - DML 2018', from December 10 - 14, 2018.

Objective :

The objective of the course is to teach the basic fundamentals of machine learning , algebraic and geometric interpretation of data, density estimation based supervised learning models and other related topics. This ends with deep learning and its applications in image processing. This will surely help post graduate students and researchers discover patterns and solve research problems.

Program Schedule

  9.00 am - 9.30 am 9.30 am - 11.00 am  11.00 am - 11.15 am 11.15 am - 1:00 pm 1.00 pm - 2:00 pm 2.00 pm - 3:30 pm 3.30 pm - 3:45 pm 3.45 pm - 4:30 pm
Dec 10, 2018
 
Amriteshwari Hall Shraddha Hall Tea break

 

 

 

Shraddha Hall Lunch Break

 

 

 

 

 

 

CAD Lab Tea Break

 

 

 

CAD Lab
Inauguration

Introduction to ML

Mathematical Foundations and Geometric Interpretation
for ML

Lab Session- Python for ML

Sentiment Analysis

Dr. V. Sugumaran
(VIT, Chennai)

Dr. Manju B.R.

Dr. Sajeev

Ms. Thara S.

Dec 11, 2018

9.00 am -11.00 am

11.15 am  - 1 pm

2.00 pm - 3.30pm

3.45 pm - 4.30 pm

Shraddha Hall

Shraddha Hall

CAD Lab

CAD Lab

Predictive Modelling

Discriminative Supervised Learning Models

Lab Session- Exploratory Data Analysis

Graph Mining

Dr. Manju B.R.

Ms. Sandhya Harikumar

Ms. Gayathri R.G.

Ms. Gayathri R.G.

Dec 12, 2018

9.00 am -11.00 am

11.15 am  - 1 pm

2.00 pm - 3.30pm

3.45 pm - 4.30 pm

ML-a probabilistic perspective

Generative Supervised Learning Models

Lab Session-Supervised Learning Models

Complex Networks

Dr. Manju B.R.

Ms. Sandhya Harikumar

Ms. Geetha M.

Mr. Jo Cheriyan

Dec 13, 2018
 
9.00 am -11.00 am

11.15 am  - 1 pm

2.00 pm - 3.30 pm

3.45 pm - 4.30 pm

Matrix factorization for Unsupervised Learning

Ensemble Models

Lab Session-Unsupervised Models/ Ensemble Models

Task Recommendation in Crowdsourcing Systems

Ms. Sandhya Harikumar

Dr. Vivek Menon

Ms. Ramya Rajesh, Dr. Vivek Menon

Ms. Aishwarya Kurup

Dec 14, 2018

 

9.00 -11.00 am

11.15 am  - 1 pm

2.00 pm - 3.00 pm

3:00 pm - 3:15 pm 

3.15 pm - 4.00 pm

Shraddha Hall

Shraddha Hall  

CAD Lab

 

Amritesh

Introduction to Deep Learning

Deep Learning Case Studies

Lab Session -Tensor Flow

Tea Break

 

Valedictory Function

 

Dr. Deepak Mishra(IIST, Trivandrum)

 

Dr. Deepak Mishra/Dr. Gopakumar

Dr. Gopakumar

Event Details
Date: 
2018-12-10 09:00 to 2018-12-14 16:00
ORGANIZED BY:
Department: 
Computer Science
Mathematics
Campus: 
Amritapuri