In this episode, we explore how to build intelligent, AI-powered conversational bots using Azure AI Language’s custom question-answering capabilities. You'll learn how this technology enables bots to deliver fast, accurate, and natural responses to user questions—making them essential for customer support, virtual assistants, and enterprise helpdesks.

We’ll guide you through the process of creating a custom knowledge base, including how to import existing FAQ documents or manually enter question-and-answer pairs. You'll also discover how adding alternative phrasings for questions can significantly improve the system's accuracy and flexibility. Finally, we cover how to test, deploy, and manage your Q&A project using Azure AI Language Studio, turning your data into a fully functional conversational experience.

Whether you're a developer, IT professional, or simply curious about AI, this episode will give you a practical and insightful look into bringing intelligent Q&A systems to life with Microsoft’s Azure AI tools.

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Have you ever wondered how computers can understand human language? In this episode, we dive into the fascinating world of Azure AI Language, a powerful service within Azure AI that unlocks the secrets hidden in text.

We'll start by breaking down the foundational concepts of Natural Language Processing (NLP), from tokenization and frequency analysis to sophisticated semantic language models. Discover how these techniques work together to extract meaningful insights from vast amounts of text.

Then, we'll explore the specific, real-world capabilities of Azure AI Language, including:

• Named Entity Recognition: Spotting crucial information like names, places, and organizations.

• Sentiment Analysis: Gauging the emotional tone of text, whether it's positive, negative, or neutral.

• Key Phrase Extraction: Identifying the most important concepts and topics.

• Summarization: Condensing lengthy documents into concise overviews.

To bring it all to life, we'll walk through a practical example: using Azure AI Language in the Azure AI Foundry portal to analyze customer reviews. Learn how to identify key entities, extract important phrases, and summarize feedback to gain valuable business insights.

Whether you're a developer, a data scientist, or just curious about the power of AI, this episode will demystify how machines can understand and process the language we speak every day.

https://learnazure4free.com/

Ever wondered how computers can "read" text from images? In this episode, we dive into the fascinating world of Optical Character Recognition (OCR) with a focus on Azure AI Vision's powerful capabilities. We'll explore how this cutting-edge technology blends computer vision and natural language processing to extract text from everything from scanned documents to handwritten notes.

Join us as we break down the magic behind the Read API, uncovering how machine learning models identify and locate text with incredible accuracy, presented in a logical hierarchy of pages, lines, and words. Whether you're a developer curious about integrating OCR into your applications using REST APIs and SDKs, or simply interested in the no-code convenience of the Azure AI Vision Studio, this episode has something for you. We'll even touch on the essentials of setting up and managing Azure AI resources to get you started on your OCR journey. Tune in to discover how Azure AI Vision is transforming the way we interact with visual information!

www.learnazure4free.com