Foundations of AI in Microsoft Azure - Episode 14: Azure AI Search - Fundamentals and Querying

Foundations of AI in Microsoft Azure - Episode 14: Azure AI Search - Fundamentals and Querying

Are you looking to build powerful, intelligent search experiences for your applications? This episode dives deep into Microsoft's Azure AI Search, a Platform as a Service (PaaS) solution that goes far beyond simple keyword matching.

Join us as we explore the core concepts of knowledge mining and how Azure AI Search makes it accessible. We'll break down its key features, including:

  • Ingesting data from a wide range of sources.

  • The power of vector search and other advanced search and analysis capabilities.

  • Leveraging AI enrichment to extract valuable insights and structure from unstructured data.

  • Linguistic analysis that supports a remarkable 56 languages.

We’ll also walk through the anatomy of a search solution, explaining the critical role of the indexing pipeline in transforming your raw data into a rich, searchable index. Finally, we’ll cover the practical steps of creating and querying an index, from using the user-friendly Azure Portal to understanding different query syntaxes.

https://learnazure4free.com/

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Foundations of AI in Microsoft Azure - Episode 18: Azure AI Agent Fundamentals and Development Options

Foundations of AI in Microsoft Azure - Episode 18: Azure AI Agent Fundamentals and Development Options

Move beyond simple chatbots. This episode explores the future of automation with AI Agents on Azure, defined as intelligent software systems that combine generative AI models with contextual data to a...

12 Marras 202544min

Foundations of AI in Microsoft Azure - Episode 17: Blueprint for Responsible Generative AI Development

Foundations of AI in Microsoft Azure - Episode 17: Blueprint for Responsible Generative AI Development

This episode breaks down the crucial four-stage process for building safe and ethical AI solutions. First, they Identify Harms by rigorously testing for risks like bias and false content. Second, they...

3 Marras 202535min

Foundations of AI in Microsoft Azure - Episode 16: Developing Azure AI Solutions

Foundations of AI in Microsoft Azure - Episode 16: Developing Azure AI Solutions

Unlock the power of Artificial Intelligence on Microsoft Azure. This episode explores core AI capabilities—Generative AI, Computer Vision, and NLP—and details the Azure AI service suite, including spe...

22 Loka 202534min

Foundations of AI in Microsoft Azure - Episode 15: Generative AI Fundamentals and Microsoft Copilot

Foundations of AI in Microsoft Azure - Episode 15: Generative AI Fundamentals and Microsoft Copilot

In this episode, we demystify the world of Generative AI. We'll explore the core technology that powers applications like Microsoft Copilot, breaking down key concepts like the transformer architectur...

24 Syys 202532min

Foundations of AI in Microsoft Azure - Episode 13: Azure AI Document Intelligence: Capabilities and Applications

Foundations of AI in Microsoft Azure - Episode 13: Azure AI Document Intelligence: Capabilities and Applications

In this episode, we dive into the fundamentals of Azure AI Document Intelligence and explore how it transforms unstructured documents into actionable data. You’ll learn how machine learning models ext...

10 Syys 202510min

Foundations of AI in Microsoft Azure - Episode 12: Azure AI Language Translation Essentials

Foundations of AI in Microsoft Azure - Episode 12: Azure AI Language Translation Essentials

Dive into the world of language translation in this episode as we explore the evolution from literal word-for-word methods to advanced AI-driven approaches that understand context. We break down the t...

22 Elo 202514min

Foundations of AI in Microsoft Azure - Episode 11: Azure AI Speech Fundamentals and Applications

Foundations of AI in Microsoft Azure - Episode 11: Azure AI Speech Fundamentals and Applications

Ever wonder how your phone can instantly transcribe a message, or how an automated system can speak with a surprisingly human voice? In this episode, we pull back the curtain on Azure AI Speech, Micro...

15 Elo 202513min

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