LLMs on Azure: Extractive & Abstractive Document Summarization
Microsoft Azure, AI 2025
| Intermediate
- 11 videos | 1h 8m 30s
- Earns a Badge
Document summarization empowers individuals and organizations to effectively condense information, making data more accessible and actionable. Azure facilitates the integration of advanced summarization methods with cloud-based storage solutions. In this course, explore the basics of extractive document summarization, beginning with leveraging Azure actions to summarize documents and implementing summarization with files stored in Azure Blob Storage. Next, learn how to perform abstractive and extractive summarization as a batch process and use actions to implement abstractive summarization. Finally, discover how to implement query-based summarization and apply query-based abstractive and extractive techniques to tailor summaries. After completing this course, you will be able to perform extractive and abstractive document summarization.
WHAT YOU WILL LEARN
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Discover the key concepts covered in this course
Utilize azure ai language service for extractive and abstractive summarization
Employ extractive summarization by adjusting parameters for optimizing output
Perform the summarization of documents stored in azure blob storage
Implement a function to analyze azure blob storage documents using a summarization api
Perform abstractive summarization using actions for creative summary generation -
Implement query-based summarization using an extended text summarization api
Perform query-based summarization by utilizing abstractive and extractive methods
Utilize azure cognitive services for language to summarize conversational ai interactions
Set up and execute a conversation analysis
Summarize the key concepts covered in this course
IN THIS COURSE
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1m 8sIn this video, we will discover the key concepts covered in this course. FREE ACCESS
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10m 10sDiscover how to utilize Azure AI Language service for extractive and abstractive summarization. FREE ACCESS
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3. Using Actions for Extractive Document Summarization5m 14sIn this video, find out how to employ extractive summarization by adjusting parameters for optimizing output. FREE ACCESS
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4. Performing Summarization Using Files in Azure Blob Storage8m 10sLearn how to perform the summarization of documents stored in Azure Blob Storage. FREE ACCESS
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5. Executing Abstractive and Extractive Summarization as a Batch7mIn this video, discover how to implement a function to analyze Azure Blob Storage documents using a summarization API. FREE ACCESS
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6. Using Actions for Abstractive Summarization6m 18sFind out how to perform abstractive summarization using actions for creative summary generation. FREE ACCESS
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7. Implementing Query-Based Summarization5m 54sDuring this video, you will learn how to implement query-based summarization using an extended text summarization API. FREE ACCESS
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8. Performing Query-Based Abstractive and Extractive Summarization6m 53sFind out how to perform query-based summarization by utilizing abstractive and extractive methods. FREE ACCESS
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9. Summarizing Conversational AI Interactions7m 29sIn this video, discover how to utilize Azure Cognitive Services for language to summarize conversational AI interactions. FREE ACCESS
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10. Setting Up and Executing Conversation Analysis9m 8sIn this video, you will learn how to set up and execute a conversation analysis. FREE ACCESS
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11. Course Summary1m 8sIn this video, we will summarize the key concepts covered in this course. FREE ACCESS
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