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Azure AI Search

2025-05-23T09:00:58+00:00

Azure AI Search Cheat Sheet Formerly known as Azure Cognitive Search A scalable cloud search service that lets you embed advanced search capabilities into your apps. It supports full-text, vector, and hybrid search approaches, making it ideal for both classic and AI-enhanced use cases. Natively integrates with Azure OpenAI, Foundry Models, and Azure Machine Learning. Supports third-party and open-source LLM integrations. Key Features 1. Search Capabilities Full-Text Search: Utilizes inverted indexes for efficient keyword-based searches. Vector Search: Supports semantic search by matching vector representations of data. Hybrid Search: Combines full-text and vector search for enhanced relevance. Indexers: Automate data ingestion [...]

Azure AI Search2025-05-23T09:00:58+00:00

Azure AI Translator

2025-05-23T05:09:02+00:00

Azure AI Translator Cheat Sheet Azure AI Translator is a cloud-powered neural machine translation solution. Enables translation of text and documents across various languages. Allows customization through the Custom Translator feature. Supports containerized deployment for on-premises and edge environments. Key Features: 1. Text Translation Provides real-time translation across supported languages. Includes language detection, transliteration, and dictionary lookup capabilities. Available via REST API and SDKs for .NET, Java, JavaScript, and Python. Enables custom glossaries for domain-specific terminology adaptation. 2. Document Translation Asynchronous batch translation: Supports translation of multiple documents while maintaining original formatting. Requires Azure Blob Storage for storing both source and [...]

Azure AI Translator2025-05-23T05:09:02+00:00

AI-102 Microsoft Azure AI Engineer Associate Exam Study Path

2025-07-01T05:52:29+00:00

Bookmarks Study Materials Azure Services to Focus On Final Remarks Validate Your Knowledge The AI-102 Microsoft Azure AI Engineer Associate certification exam is designed for individuals with experience designing, developing, and deploying AI solutions on Microsoft Azure. The exam will assess your technical abilities in implementing solutions leveraging various Azure AI services based on specific requirements. Prior experience in software development, data science, or AI solution building will be beneficial in understanding the concepts and services effectively. The content of the exam will test your ability to perform the following: Plan and manage [...]

AI-102 Microsoft Azure AI Engineer Associate Exam Study Path2025-07-01T05:52:29+00:00

Azure AI Vision

2025-05-20T02:12:45+00:00

Azure AI Vision Cheat Sheet Azure AI Vision is a powerful cloud-based service that extracts detailed and meaningful information from images and videos. It includes various features, such as fundamental image analysis, which helps identify common picture elements, and advanced object detection that recognizes specific items or people within a scene. The service also offers facial recognition, identifying individuals based on their facial features. Additionally, it provides spatial understanding, which helps interpret the relationships and context of objects in an environment. Developers can take advantage of pre-trained models, which are ready to use, and customizable options to tailor the service to [...]

Azure AI Vision2025-05-20T02:12:45+00:00

Azure AI Language

2025-05-19T12:30:11+00:00

Azure AI Language Cheat Sheet Azure AI Language is a suite of natural language processing (NLP) services under Azure Cognitive Services. It helps developers build applications to understand, analyze, and generate human language. The services support language understanding, entity recognition, sentiment analysis, translation, and text analytics. It provides SDKs and REST APIs that integrate easily with applications across different languages and platforms. Features Functionality Named Entity Recognition (NER) Detects and categorizes entities such as people, organizations, and locations within text. Personal and Health Data Detection (PII Detection) Identifies personally identifiable information in text and conversational data to protect sensitive personal [...]

Azure AI Language2025-05-19T12:30:11+00:00

Azure AI Content Safety

2025-05-09T12:53:34+00:00

Azure AI Content Safety Cheat Sheet Azure AI Content Safety is a collection of services to safeguard users and businesses by identifying and filtering harmful content across applications. Using AI models, it automatically detects sensitive material such as violence, hate speech, and adult content in various forms, including text, images, and videos. These services provide scalable content moderation solutions suitable for various platforms. Features Functionality Prompt Shields  Analyzes text to identify potential risks of user input attacks targeting large language models (LLMs). Groundedness Detection Assess whether text generated by LLMs is aligned with the source materials provided by the user.  [...]

Azure AI Content Safety2025-05-09T12:53:34+00:00

Azure AI Document Intelligence

2025-05-09T09:07:28+00:00

Azure AI Document Intelligence Cheat Sheet Azure AI Document Intelligence, previously known as Azure Form Recognizer, is a cloud-based AI service from Microsoft Azure designed to automate data extraction from various documents. By leveraging machine learning, it can analyze and extract key information such as text, tables, checkboxes, and other structured data from forms, invoices, receipts, and more. The service offers customization options to enhance data extraction accuracy for specific document formats or use cases. Key Benefits: Automates data extraction from documents Helps eliminate manual data entry and validation Scalable and highly customizable for different document formats Supports integration with [...]

Azure AI Document Intelligence2025-05-09T09:07:28+00:00

AZ-204: Microsoft Azure Developer Associate Exam Study Guide

2025-04-17T07:53:47+00:00

Bookmarks Study Materials Azure Services to Focus On Validate Your Knowledge Final Remarks The AZ-204 Microsoft Azure Developer Associate certification exam is tailored for people overseeing various development stages. This includes tasks such as gathering requirements, designing, developing, deploying, securing, maintaining, optimizing, and monitoring applications and services. Candidates for this certification are expected to be skilled in using Azure SDKs, managing data storage solutions, establishing data connections, and integrating APIs. They should also demonstrate expertise in authenticating and authorizing applications, deploying compute and container resources, and troubleshooting applications within the Azure environment. Additionally, [...]

AZ-204: Microsoft Azure Developer Associate Exam Study Guide2025-04-17T07:53:47+00:00

AZ-204 Microsoft Azure Developer Associate Sample Exam Questions

2025-04-17T07:43:11+00:00

Here are 10 AZ-204 Microsoft Azure Developer Associate practice exam questions to help you gauge your readiness for the actual exam. Question 1 You are developing an Azure Web App that processes customer orders. The application requires an App Service background task to handle asynchronous operations, such as sending order confirmation emails and updating inventory in response to new customer orders. You need a solution that can run continuously or on a schedule within the Azure App Service environment. You plan to use the WebJobs SDK to integrate with an Azure Storage queue to process incoming order requests efficiently. Which [...]

AZ-204 Microsoft Azure Developer Associate Sample Exam Questions2025-04-17T07:43:11+00:00

Understanding Resource Groups in Azure

2024-12-31T00:58:54+00:00

Have you ever wondered how to manage and organize resources in the cloud effectively? With over 95% of companies using Microsoft Azure, mastering Resource Groups is crucial for efficient cloud management.  Azure Resource Groups are the cornerstone of managing and organizing resources in Microsoft Azure. Whether you're new to Azure or looking to optimize your existing infrastructure, understanding Resource Groups is essential. This article will walk you through the fundamentals of Resource Groups and their role in the Azure hierarchy and provide step-by-step guidance on creating and managing them effectively. What is a Resource Group? In Azure, a Resource Group [...]

Understanding Resource Groups in Azure2024-12-31T00:58:54+00:00

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