AI and Machine Learning for Biomedical Applications - Online Mode

Who should attend

The programme is open to the faculty of engineering colleges, degree colleges, MCA colleges and other allied disciplines in India.

Course Content

• Introduction to Artificial Intelligence,
Machine Learning, Data Science
• Research in Machine Learning and Applications
• Machine Learning with Feature Representation
• Feature Selection and Ensemble Methods
• Machine Learning Basics – Linear Regression,
Perceptron’s, Multilayer Perceptron’s,
Stochastic Gradient Descent, Backpropagation
• Basics of Python
• Decision tress, Naive Bayesian Classification
• KNN, Unsupervised Learning Methods, K-Means
• Dimensionality Reduction Methods, PCA

• Support Vector Machine
• Introduction to Deep Learning and CNN models
• RNN
• Bio Medical Applications:
Neural Networks protein structure prediction,
Profile hidden Markov model sequence analysis,
Analysis of Microarray,
learning rules for biological data,
Deep Learning in Mining Biological Data,
Prediction of protein structure using ML,
Medical Image data classification and segmentation

Registration Fee

Faculty and Research Scholars	Rs. 750/-
Industry Participants	Rs. 2250/-

The Participants need to pay the Registration Fee Online using the following details:
On-line Mode:
Account Name: Electronics & ICT Academy NITW
Account No: 62423775910
IFSC Code: SBIN0020149

How to Apply

Participants are required to fill the online registration form by clicking on the following link:

Registration Link:
https://forms.gle/vrhfG4VMr3DRRwFc6