As an Office 365 Developer and organizer of Office 365 developer events in local community, I have got an opportunity to be featured in November 2019 newsletter.
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Structured Output Generation: Reliable JSON from Language Models
Introduction: LLMs generate text, but applications need structured data—JSON objects, database records, API payloads. Getting reliable structured output from language models requires more than asking nicely in the prompt. This guide covers practical techniques for structured generation: defining schemas with Pydantic or JSON Schema, using constrained decoding to guarantee valid output, implementing retry logic with […]
Read more →Image Classification vs Pattern Recognition vs Object Detection vs Object Tracking–A Primer
It is a common question that has been asked in all Artificial Intelligence Conference or Discussion Forums. Based on my knowledge, I thought of answering some of these questions: 1.) Image Classification (also called Image Recognition): is the process of creating a thematic image where each pixel is assigned a number representing a class / […]
Read more →End of Microsoft Virtual Academy–Welcome to Microsoft Learn
In October, During Ignite 2018 Conference in Orlando, Microsoft announced the availability of new free interactive and sandbox based learning platform called “Microsoft Learn”, and during these months Microsoft has been adding more and more specific contents for different roles such as Azure Developer, Azure Administrator, Azure Architect etc. There is a specific learning path […]
Read more →Azure Cognitive Services–Experience Image Recognition using Custom Vision (Build an Harrison Ford Classifier)
Custom Vision Service as part of Azure Cognitive Services landscape of pretrained API services, provides you an ability to customize the state-of-the-art Computer Vision models for your specific use case. Using custom vision service you can upload set of images of your choice and categorize them accordingly using tags/categories and automatically train the image recognition […]
Read more →Azure DevOps–Community Launch-Letterkenny (08-January’ 2019)
Inviting you all to Azure DevOps Community Launch in Letterkenny on 08th Jan 2019. Few months back Microsoft Visual Studio Team Services has been rebranded as Azure DevOps. Azure DevOps is now a suite of separate but integrated services for managing software projects, source control, build and release management and automation testing to enhance your […]
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