Azure AI Engineer's Journey

Azure AI Engineer's Journey

Join us as we demystify the roles and responsibilities of an Azure AI Engineer, from designing robust solutions to operationalizing machine learning models. We’ll explore the powerful suite of Azure AI services, including Azure Machine Learning, Cognitive Services, and AI Search. Each episode features expert insights, real-world case studies, and actionable advice to help you build a standout portfolio and ace the job market.

Episodes

September 26, 2025 29 mins

Unlock the power of natural language processing with the Azure AI Language service. This episode dives deep into the platform's capabilities for making applications understand human language. We break down the two main categories of features: the ready-to-use pre-configured features like Summarization and Sentiment Analysis, and the highly customizable learned features such as Conversational Language Understanding (CLU) and cus...

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Want to build an intelligent application that can answer user questions accurately and naturally? This episode dives into the powerful Azure AI Language Question Answering capability.

We'll explore how to create, manage, and optimize a knowledge base using the Language Studio or API, populating it with data from FAQs, structured files, and even built-in chat datasets. Learn about the complete lifecycle, from creation and testin...

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Ever wondered how AI understands human language?

In this episode, we're diving into the powerful world of text analysis with Azure AI Language service. We'll explore four key capabilities: Key Phrase Extraction, which identifies the main points in a document; Sentiment Analysis, which tells us if the text is positive, negative, or neutral; Named Entity Recognition (NER), which categorizes things like people, places, and or...

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September 23, 2025 22 mins

Ever wondered how a chatbot knows what language to respond in? Or how a large text analysis tool can sort through documents from all over the world? This episode, "The AI Language Detective," dives deep into the fascinating world of the Azure AI Language Detection API. We'll explore how this powerful tool can automatically identify the language of any text, from a single phrase to a full document.

Join us as we break d...

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In this episode, we'll break down the powerful Azure AI Language service. We'll start at the beginning, guiding you through provisioning the resource in the Azure AI Foundry portal. Then, we'll get into the practical details of calling the APIs using REST or an SDK. We'll explore core functionalities like language detection, key phrase extraction, and sentiment analysis, showing you how to turn raw text into valuabl...

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