The Internet of things (IoT) is the inter-networking of physical devices, vehicles (also referred to as “connected devices” and “smart devices”), buildings, and other items embedded with electronics, software, sensors, actuators, and network connectivity which enable these objects to collect and exchange data. The IoT allows objects to be sensed or controlled remotely across existing… Continue reading
Category: Emerging Technologies
Emerging technologies include a variety of technologies such as educational technology, information technology, nanotechnology, biotechnology, cognitive science, psychotechnology, robotics, and artificial intelligence.
LLM Fine-Tuning Techniques: From LoRA to Full Parameter Training
Introduction: Fine-tuning transforms general-purpose LLMs into specialized models that excel at your specific tasks. While prompting can get you far, fine-tuning unlocks capabilities that prompting alone cannot achieve: consistent output formats, domain-specific knowledge, reduced latency from shorter prompts, and behavior that would require extensive few-shot examples. This guide covers the practical aspects of LLM fine-tuning:… Continue reading
IoT Hub vs Event Hub–A quick comparison
With this article I am trying to provide you a birds eye view comparison of IoT Hub and Azure Event Hub, so that some of you may stop feeling that there is nothing new in IoT Hub. For the interest of this article, I put together a table with side-by-side comparison of some important features/desired… Continue reading
Introduction to IoT Hub
IoT Hub is a fully managed service from Microsoft Azure as part of Azure IoT Suite that enables reliable and secure bi-directional communications between millions of IoT devices and your solution back end. Azure IoT Hub are designed to provide following capabilities: Multiple device-to-cloud and cloud-to-device communication options, including one-way messaging, file transfer, and request-reply… Continue reading
AI Agent Architectures: From ReAct to Multi-Agent Systems
Introduction: AI agents represent the next evolution of LLM applications—systems that can reason, plan, and take actions to accomplish complex tasks autonomously. Unlike simple chatbots that respond to single queries, agents maintain state, use tools, and iterate toward goals. This guide covers the architectural patterns that make agents effective: the ReAct framework for reasoning and… Continue reading
Azure IoT Hub Device Management–Released to Public
Today Microsoft has announced general availability of Azure IoT Hub Device Management. With this release Azure IoT Hub subscribers/customers will be able to get access to following features and functionalities: Device twin. Use a digital representation of your physical devices to synchronize device conditions and operator configuration between the cloud and device. Direct methods. Apply… Continue reading