Two weeks Ministry of Electronics and Information Technology (MeitY), GOI Sponsored the online Faculty Development Programme (FDP) on “Artificial Intelligence (AI) & Machine Learning (ML) for Biomedical Signal and Image Analysis” organized by the Dept. of EIE in association with E & ICT Academy, NIT Warangal is scheduled to be held from 9th to 18th May 2022.
About Online FDP on AI and ML
The Faculty Development Programme will help to provide a solid conceptual background in advancements in signal processing techniques and their application to research
areas focused on Processing Biomedical signals. This FDP introduces various AI & ML algorithms for signal classification of various biomedical signals and research strategies to be adopted for effective & efficient processing of acquired biomedical signals. This course will give an opportunity to gain exposure in implement the highly computational & efficient AI & ML algorithms in the research problems of one’s area of interest. Detection of
abnormalities in signals based on effective implementation of AI & ML algorithms. It illustrates how AI and ML may actually be useful in biomedical signal analysis for the development of modules related to healthcare.
Major Course Contents:
• Biomedical signals- signal processing techniques
Classification of Biomedical Signals
Modern ECG signal processing
Estimation of the PSD
Time-varying Analysis of Heart-rate Variability
PCA & ICA
Analysis of ECG, EEG & PPG signals using MATLAB
Data Science Revolution
• Exploratory Data Analysis
• Preprocessing of Data
• Classification and Clustering
• Machine Learning
Fundamentals of Deep Learning
• Demonstration using Python
• Case Studies
Important dates:
Last date (Application & DD): 06.05.2022
Selection List by Email: 07.05.2022
Duration: 09.05.2022 to 18.05.2022
Registration Fee Particulars:
Faculty and Research Scholars Rs.750/-
Industry Participants Rs.2250/-
Participants need to pay the Registration Fee Online using the
following details
Online Transfer Details
Account Name: Electronics & ICT Academy NITW
Account No: 62423775910
IFSC: SBIN0020149
Bank and Branch: State Bank of India, NIT (REC)
Warangal
How to apply
Participants are required to fill out the online registration form: Click Here
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