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Work with generative artificial intelligence (AI) models in Azure Machine Learning 

  • Offered byMicrosoft

Work with generative artificial intelligence (AI) models in Azure Machine Learning
 at 
Microsoft 
Overview

Duration

2 hours

Total fee

Free

Mode of learning

Online

Schedule type

Self paced

Difficulty level

Intermediate

Official Website

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Credential

Certificate

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Work with generative artificial intelligence (AI) models in Azure Machine Learning
 at 
Microsoft 
Course details

What are the course deliverables?
  • Understand the Transformer architecture and explore large language models in Azure Machine Learning
  • Fine-tune a foundation model with Azure Machine Learning
More about this course
  • Explore the use of generative artificial intelligence (AI) models for natural language processing (NLP) in Azure Machine Learning.

Work with generative artificial intelligence (AI) models in Azure Machine Learning
 at 
Microsoft 
Curriculum

Understand the Transformer architecture and explore large language models in Azure Machine Learning

Introduction

Understand statistical techniques used for natural language processing (NLP)

Understand the deep learning techniques used for natural language processing (NLP)

Understand the transformer architecture used for natural language processing (NLP)

Explore foundation models in the model catalog

Exercise - Explore foundation models in the model catalog

Knowledge check

Summary

Fine-tune a foundation model with Azure Machine Learning

Introduction

Understand when to fine-tune a foundation model

Explore fine-tuning foundation models in Azure Machine Learning

Evaluate, deploy, and test a fine-tuned foundation model

Exercise - Fine-tune a foundation model

Knowledge check

Summary

Work with generative artificial intelligence (AI) models in Azure Machine Learning
 at 
Microsoft 
Entry Requirements

Eligibility criteriaUp Arrow Icon
Conditional OfferUp Arrow Icon
  • Not mentioned

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Work with generative artificial intelligence (AI) models in Azure Machine Learning
 at 
Microsoft 

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