The integrated vectorization feature in Azure AI Search marks a significant advancement in the field of search and retrieval. By automating the chunking and vectorization processes, it not only simplifies…
An Introduction to LLMOps: Operationalizing and Managing Large Language Models using Azure ML (microsoft.com) This blog post introduces the concept of LLMOps, which focuses on operationalizing and managing large language…
Azure Functions are a powerful serverless computing platform offered by Microsoft Azure. When designing and developing Azure Functions, it is crucial to prioritize security to ensure the confidentiality, integrity, and…
Overview: Azure Functions lets you use Visual Studio to create local C# function projects and then easily publish this project to run in a scalable serverless environment in Azure. In…
Overview: When you create a function app in Azure, you must choose a hosting plan for your app. There are three basic Azure Functions hosting plans provided by Azure Functions:…
Overview: Azure Functions is a serverless solution that allows you to write less code, maintain less infrastructure, and save on costs. Instead of worrying about deploying and maintaining servers, the…
Overview: Azure Machine Learning prompt flow is a development tool designed to streamline the entire development cycle of AI applications powered by Large Language Models (LLMs). As the momentum for…
Overview: Machine learning model training has become more accessible and efficient with the advent of tools like PyTorch for object detection and Azure’s AutoML for classification and forecasting. These technologies…
Azure Machine Learning (Azure ML) is a cloud-based service that allows users to build, train, and deploy machine learning models. This post provides a comprehensive introduction to the core concepts…
Overview: Before exploring Azure ML Studio, let’s understand basic ML glossary. Term Definition ML Workspace A workspace is a centralized environment for managing all aspects of a machine learning project,…
Rajeev Singh