The Center for Computational Engineering and Networking (CEN), Amrita Vishwa Vidyapeetham, iorganized a three-day workshop on DeepChem 2017 - Deep Learning & NLP for Computational Chemistry, Biology & Nano-materials, from December 22-24, 2017.

About DeepChem 2017

The AIBio (Artificial Intelligence for Biology) group in the Computational Engineering and Networking (CEN) department at Amrita Vishwa Vidyapeetham organized the workshop. The workshop covered topics such as Deep learning and Natural language processing (NLP) towards the applications in the field of Computational Chemistry, Biology & Nano-materials. The main aim of this workshop was to share the ideas of on-going research and exploratory topics, leading to possible collaborations between CEN faculty, Ph.D. research scholars, and students.

The aim of this workshop was to bring together researchers and practitioners working in deep learning, Computational chemistry, Biology & Nano-materials, from academia and industry. The primary target audience of the workshop is Mtech students, research scholars, and faculty. The workshop also had an interactive session, with a free exchange of ideas, views, and comments.


Program

Venue: CEN Class Room

Schedule Speaker Title of the Talk
Dec-22,9.00 AM-1.00 PM Dr. Soman K. P.
Mr. Vijay Krishna Menon
Introduction to Machine learning and Deep learning
2.00 PM-3.30 PM Mr. Vijay Krishna Menon Practicals session on "Machine learning and Deep learning in Computational chemistry"
3.45 PM-5.00 PM Dr. M. Anand Kumar
Barathi Ganesh H. B.
Basics of Word-vector in NLP and its application in Bioinformatics
3.45 PM-5.00 PM Dr. M. Anand Kumar
Barathi Ganesh H. B.
Practical session on "NLP in representation of biological sequence for applications of deep learning in proteomics and genomics"
Dec-23,9.00 AM-1.00 PM Dr. Prashanth Athri
Dr. Sarith P Sathian
Mr. Vijay Krishna Menon
Sowmya V.
Introduction to Computational Chemistry and Bioinformatics
Introduction to Computational material science
Bio-medical image processing using Convolutional neural networks
2.00 PM-5.00 PM Vinayakumar R.
Barathi Ganesh H. B.
Practical Session on "Deep learning for data-driven automatic chemical design"
Dec-24,9.00 AM-5.00 PM Vinayakumar R
Barathi Ganesh HB
Dr. E. A. Gopalakrishnan
Mr. Vijay Krishna Menon
Advanced Deep Learning and applications
Quantum chemical descriptors and machine learning applications
Frameworks: TensorFlow, Theano, Keras, Scikit-learn, Lasagne, nolearn
Programming languages: Python and Java
Packages: Numpy, Scipy, Pandas, Matplotlib, t-SNE, Gensim
deepchem, DragoNN, deep variant

Tuesday, April 17, 2018 - 00:00
Event Details
Date: 
2017-12-22 09:00 to 2017-12-24 18:00
ORGANIZED BY:
Center: 
Computational Engineering and Networking
207
PROGRAMS
OFFERED
6
AMRITA
CAMPUSES
15
CONSTITUENT
SCHOOLS
A
GRADE BY
NAAC, MHRD
8th
RANK(INDIA):
NIRF 2018
150+
INTERNATIONAL
PARTNERS