Machine Learning in Science and Engineering: Models and 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 AI and Machine learning,
• Overview of Machine Learning Techniques.
• Probability Distributions- Bayesian learning, decision tree
based classification methods
• Dimensionality reduction methods
• Support vector machine classification and application
• Neural networks and practical implementations
• Clustering: K Means, C-Means, Agglomerative Clustering.
• Hands on to implementation of supervised and
unsupervised methods
• Introduction to Deep learning methods and applications
• Machine Learning Application in Computer Vision
Example: Video Surveillance and Medical Imaging)
• Transfer Learning
• Generative Adversarial Networks
• Reinforcement Learning, Optimization and Data driven
methods
• Data Visualization with Python

Registration Fee

Faculty and Research Scholars	Rs. 500/-
Industry Participants	Rs. 1500/-

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://tinyurl.com/FDP-Regform