{"id":1266,"date":"2024-06-20T16:56:18","date_gmt":"2024-06-20T11:26:18","guid":{"rendered":"https:\/\/www.techandtrain.com\/blog\/?p=1266"},"modified":"2025-10-22T14:51:32","modified_gmt":"2025-10-22T09:21:32","slug":"keywords-from-day-3-4-of-online-workshop-on-development-and-deployment-of-aiot-based-solution-for-industrial-applications-by-nsut-delhi","status":"publish","type":"post","link":"https:\/\/www.techandtrain.com\/blog\/2024\/06\/keywords-from-day-3-4-of-online-workshop-on-development-and-deployment-of-aiot-based-solution-for-industrial-applications-by-nsut-delhi\/","title":{"rendered":"Keywords from Day 3 & 4 of Online Workshop on Development and Deployment of AIoT based solution for Industrial Applications by NSUT, Delhi"},"content":{"rendered":"\n

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<\/a>, here are the keywords and details for Day 3 & 4 below:<\/p>\n\n\n\n

Day 3:<\/strong><\/p>\n\n\n\n

Speakers:<\/strong><\/p>\n\n\n\n

Swagatam Das | LinkedIn<\/a><\/p>\n\n\n\n

Faizanuddin Ansari | LinkedIn<\/a><\/p>\n\n\n\n

Yogita \u2013 National Institute of Technology, Kurukshetra (<\/a>nitkkr.ac.in<\/a>)<\/a><\/p>\n\n\n\n

Topics:<\/strong><\/p>\n\n\n\n

Data analysis from IoT – when to use traditional statistics from sensors instead of ML\/AI<\/p>\n\n\n\n

Data in motion – Streaming AIoT, how to handle it and related techniques like clustering, windows and so on<\/p>\n\n\n\n

How to generate your own GAN<\/p>\n\n\n\n

Parts of GANs<\/p>\n\n\n\n

Basics of GAN<\/p>\n\n\n\n

CIFAR10 dataset<\/p>\n\n\n\n

Diffusion model<\/p>\n\n\n\n

GAN code<\/p>\n\n\n\n

Deep Learning – GAN \/ Diffusion \/ CNN<\/p>\n\n\n\n

Explainability & interpretability in AI\/ML and libraries associated with it<\/p>\n\n\n\n

Day 4:<\/strong><\/p>\n\n\n\n

Speakers:<\/strong><\/p>\n\n\n\n

Dr. Dinesh K. Vishwakarma | LinkedIn<\/a><\/p>\n\n\n\n

Manu Narula | LinkedIn<\/a><\/p>\n\n\n\n

VINOD P | LinkedIn<\/a><\/p>\n\n\n\n

Topics:<\/strong><\/p>\n\n\n\n

Smart Farming use case with IoT and AI – Types of sensors, uses, etc.<\/p>\n\n\n\n

Detecting diseases from leaf pictures in smart farming<\/p>\n\n\n\n

Distributed, Federated and Active learning in IoT plus techniques related to it like quantization<\/p>\n\n\n\n

Machine Unlearning<\/p>\n\n\n\n

Types of Machine Unlearning<\/p>\n\n\n\n

Tiny LLM<\/p>\n\n\n\n

Knowledge distillation<\/p>\n\n\n\n

Machine Unlearning in LLM<\/p>\n\n\n\n

Natural language processing in cyber security in Cyber Threat Intelligence<\/p>\n\n\n\n

Definition of Cyber Threat Intelligence<\/p>\n\n\n\n

Diamond model in Cyber Security<\/p>\n\n\n\n

MITRE<\/p>\n\n\n\n

Vulnerability databases<\/p>\n\n\n\n

Named entity recognition, tagging and annotations<\/p>\n\n\n\n

Web scraping<\/p>\n\n\n\n

Building a cyber security dictionary<\/p>\n\n\n\n

Natural language graphs and algorithms to process entities<\/p>\n\n\n\n

STIX 2 (OASIS-OPEN.ORG<\/a>)<\/p>\n\n\n\n

Self-attention and semantic embedding<\/p>\n\n\n\n

BERT<\/p>\n\n\n\n

Fine tune BERT<\/p>\n\n\n\n

VX Underground <\/p>\n\n\n\n