Further to Day 1 & 2 keywords given here: Keywords from Day 1 & 2 of Online Workshop on Development and Deployment of AIoT based solution for Industrial Applications by NSUT, Delhi | LinkedIn, here are the keywords and details for Day 3 & 4 below:
Day 3:
Speakers:
Yogita – National Institute of Technology, Kurukshetra (nitkkr.ac.in)
Topics:
Data analysis from IoT – when to use traditional statistics from sensors instead of ML/AI
Data in motion – Streaming AIoT, how to handle it and related techniques like clustering, windows and so on
How to generate your own GAN
Parts of GANs
Basics of GAN
CIFAR10 dataset
Diffusion model
GAN code
Deep Learning – GAN / Diffusion / CNN
Explainability & interpretability in AI/ML and libraries associated with it
Day 4:
Speakers:
Dr. Dinesh K. Vishwakarma | LinkedIn
Topics:
Smart Farming use case with IoT and AI – Types of sensors, uses, etc.
Detecting diseases from leaf pictures in smart farming
Distributed, Federated and Active learning in IoT plus techniques related to it like quantization
Machine Unlearning
Types of Machine Unlearning
Tiny LLM
Knowledge distillation
Machine Unlearning in LLM
Natural language processing in cyber security in Cyber Threat Intelligence
Definition of Cyber Threat Intelligence
Diamond model in Cyber Security
MITRE
Vulnerability databases
Named entity recognition, tagging and annotations
Web scraping
Building a cyber security dictionary
Natural language graphs and algorithms to process entities
STIX 2 (OASIS-OPEN.ORG)
Self-attention and semantic embedding
BERT
Fine tune BERT
VX Underground
- Email me: Neil@HarwaniSytems.in
- Website: www.HarwaniSystems.in
- Blog: www.TechAndTrain.com/blog
- LinkedIn: Neil Harwani | LinkedIn
