AI-050T00: Develop Generative AI Solutions with Azure OpenAI Service
- Duration: 1 Day (8 Hours)
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Overview
Course Details
Prerequisites
AI-050T00: Develop Generative AI Solutions with Azure OpenAI Service Course Overview
The AI-050T00 course equips data scientists, machine learning engineers, and AI enthusiasts with the skills to build generative AI solutions using Azure’s OpenAI Service, covering NLP, computer vision, reinforcement learning, and ethical considerations, all within a one-day instructor-led program.
Intended Audience
- Data Scientists
- Machine Learning Engineers
- AI Enthusiasts (seeking to enhance their expertise)
Learning objectives
- Grasp the fundamentals of generative AI models.
- Understand Azure OpenAI Service’s functionalities for various tasks like language, code, and image generation.
- Access and navigate the Azure OpenAI Service to create resources.
- Utilize Azure OpenAI Studio, console, or REST API for deploying and testing base models.
- Craft effective prompts to optimize AI model performance for desired outputs. Integrate Azure OpenAI models seamlessly into applications.
Benefits of taking AI-050T00: Develop Generative AI Solutions with Azure OpenAI Service Training
- Become a Generative AI Expert: Gain a strong understanding of generative AI concepts and principles, allowing you to build innovative applications that create human-quality text, images, and other creative outputs.
- Master Azure OpenAI Service: Learn how to leverage the power of Azure OpenAI Service, a powerful platform for developing and deploying generative AI solutions.
- Boost Your Skillset: Enhance your skills in areas like natural language processing (NLP), code generation, and image creation using generative AI models.
- Build Cutting-Edge Applications: Develop the ability to design and implement AI-driven applications that push the boundaries of creativity and innovation.
- Optimize Performance: Master the art of prompt engineering to fine-tune generative models for maximum accuracy and relevance in your applications.
- Ethical Considerations: Gain insights into responsible AI practices and best practices for developing ethical and unbiased generative AI solutions.
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AI-050T00: Develop Generative AI Solutions with Azure OpenAI Service Training Modules
Module 01: Introduction to Azure OpenAI Service
- Describe Azure OpenAI workloads and access the Azure OpenAI Service
- Understand generative AI models
- Understand Azure OpenAI’s language, code, and image capabilities
- Understand Azure OpenAI’s responsible AI practices and limited access
Module 02: Get Started with Azure OpenAI Service
- Create an Azure OpenAI Service resource and understand types of Azure
- OpenAI base models.
- Use the Azure OpenAI Studio, console, or REST API to deploy a base model
- and test it in the Studio’s playgrounds.
Module 03: Build natural language solutions with Azure OpenAI Service
- Integrate Azure OpenAI into your application
- Differentiate between different endpoints available to your application
- Generate completions to prompts using the REST API and language specific
Module 04: Apply prompt engineering with Azure OpenAI Service
- Understand the concept of prompt engineering and its role in optimizing
- Azure OpenAI models’ performance.
- Know how to design and optimize prompts to better utilize AI models.
- Include clear instructions, request output composition, and use contextual
content to improve the quality of the model’s responses.
AI-050T00: Develop Generative AI Solutions with Azure OpenAI Service Course Prerequisites:
- Azure and Azure Portal: Basic understanding of Microsoft Azure cloud platform and its management interface.
- Programming Languages (C# or Python): Prior experience with programming, particularly in Python or C#, is recommended for interacting with the Azure OpenAI Service effectively.
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