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AI-050: Develop Generative AI Solutions with Azure OpenAI Service
Enrollment is Closed
Course
AI-050: Develop Generative AI Solutions with Azure OpenAI Service
Build skills in Azure OpenAI Service and enhance your understanding of Azure OpenAI's language, code, image capabilities, responsible AI practices, and much more.
Online Live Classes
Intermediate Level
Mentor Support
This course is part of a program:
It is not possible to enroll for individual courses on this program. If you wish to take this course, please enroll for the full program.
AI-050: Develop Generative AI Solutions with Azure OpenAI Service is an intermediate-level course. It is designed for software developers and data scientists who need to use large language models for generative AI. However, anyone seeking to understand how the Azure OpenAI Service can be used to implement generative AI solutions will benefit from taking this course. To get the most out of your learning experience, you should be familiar with Azure and the Azure Portal, and you should also have programming experience in C# or Python.
In this Microsoft generative AI course, you'll build your understanding of Azure OpenAI's language, code, and image capabilities, responsible AI practices, and limited access policies. Through Azure OpenAI Studio console and REST API, you'll learn to deploy and test a base model, generating prompt completions and managing parameters. You'll also learn to integrate Azure OpenAI into applications, optimize model performance using prompt engineering, and enhance model responses by fine-tuning prompts with clear instructions, output composition requests, and contextual content.
Once you have completed this AI-050: Develop Generative AI Solutions with Azure OpenAI Service course, you will have earned your SkillUp Online Certificate of Completion. This certificate can be added to your resume and LinkedIn profile to confirm the skills you have gained and catch the eye of future employers.
This course comprises six purposely designed modules that take you on a carefully defined learning journey.
It is an instructor-led course which runs to a fixed schedule, with set start and finish dates. It is driven forward by your instructor and features live sessions that are aired at a set time. You will, however, have time to complete certain activities at your own pace outside of the live sessions.
The materials for each module are accessible from the start of the course and will remain available for the duration of your enrollment. Methods of learning and assessment will include reading material, hands-on labs, and online exam questions.
As part of our mentoring service you will have access to valuable guidance and support throughout the course. We provide a dedicated discussion space where you can ask questions, chat with your peers, and resolve issues.
Once you have successfully completed the course, you will earn your Certificate of Completion.
You'll be able to:
- Describe Azure OpenAI workloads and access the Azure OpenAI Service
- Understand generative AI models
- Understand Azure OpenAI's language, code, and image capabilities
- Create an Azure OpenAI Service resource and understand the types of Azure OpenAI base models
- Use the Azure OpenAI Studio, console, or REST API to deploy and test a base model in the Studio's playgrounds
- 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 SDKs
- Understand the concept of prompt engineering and its role in optimizing Azure OpenAI models' performance
- Know how to design and optimize prompts to utilize AI models better
- Software developers and data scientists who need to use large language models for generative AI.
- Technical professionals seeking to understand how the Azure OpenAI Service can be used to implement generative AI solutions.
- Familiarity with Azure and the Azure portal.
- Experience of programming with C# or Python.
Course Outline
Introduction
Grading Scheme
Pre-Requisite
Exam and Certification Details
About this module
Access Azure OpenAI Service
Use Azure OpenAI Studio
Explore types of generative AI models
Deploy generative AI models
Use prompts to get completions from models
Test models in Azure OpenAI Studio's playgrounds
Quiz
About this module
Integrate Azure OpenAI into your app
Use Azure OpenAI REST API
Use Azure OpenAI SDK
Deploy generative AI models
Use prompts to get completions from models
Test models in Azure OpenAI Studio's playgrounds
Quiz
About this module
Understand prompt engineering
Write more effective prompts
Provide context to improve accuracy
Quiz
About this module
Construct code from natural language
Complete code and assist the development process
Fix bugs and improve your code
Quiz
About this module
What is DALL-E?
Explore DALL-E in Azure OpenAI Studio
Use the Azure OpenAI REST API to consume DALL-E models
Exercise - Generate images with a DALL-E model
Quiz
About this module
Understand how to use your own data
Add your own data source
Chat with your model using your own data
Quiz
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Practice Set 1
Practice Set 2
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Earn your certificate
Once you have completed this course, you will earn your certificate.
Why Learn with SkillUp Online?
We believe every learner is an individual and every course is an opportunity to build job-ready skills. Through our human-centered approach to learning, we will empower you to fulfil your professional and personal goals and enjoy career success.
Reskilling into tech? We’ll support you.
Upskilling for promotion? We’ll help you.
Cross-skilling for your career? We’ll guide you.
Personalized Mentoring & Support
1-on-1 mentoring, live classes, webinars, weekly feedback, peer discussion, and much more.
Practical Experience
Hands-on labs and projects tackling real-world challenges. Great for your resumé and LinkedIn profile.
Best-in-Class Course Content
Designed by the industry for the industry so you can build job-ready skills.
Job-Ready Skills Focus
Competency building and global certifications employers are actively looking for.
FAQs
Yes, generative AI is indeed an in-demand skill in today's technology landscape.According to Techopedia, it is estimated that by 2030, the growth in AI technology will contribute $15.7 trillion to the global economy. In fact, the launch of ChatGPT (a form of generative AI) in the market has fuelled the expansion of generative AI exponentially. And it is of note that as per a Forbes study, 97% of business owners believe that ChatGPT will positively affect their business operations.
Yes, ChatGPT is a language model developed by OpenAI, and it belongs to the broader category of generative AI models. Generative AI refers to a type of artificial intelligence that is capable of generating new content, such as text, images, music, and more, often mimicking human-like creativity.
By enrolling in this Microsoft-based generative AI course, you'll have the opportunity to discover and understand OpenAI's advanced large language models like ChatGPT, GPT, Codex, and Embeddings.
No, in order to take this course it is recommned that you have an understanding of Azure and Azure Portal. Its also recommended that you have some experience in programming languages like C# or Python. We recommend you to take a Python or C# course first, if you have no previous programming experience.
Yes, taking this generative AI course can certainly be beneficial if you want to become an AI engineer. Generative AI is a subset of artificial intelligence that focuses on creating models and systems capable of generating new content, such as text, images, and more. While generative AI is a specialized field, the skills and knowledge you gain from such a course can contribute to your overall expertise as an AI engineer.
Yes, this Microsoft generative AI course is 100% online and does not require any in-person attendance. All you need is adequate access to the internet and the necessary technology to utilize the course materials, which comprise articles, videos, and knowledge checks. Additionally, you can connect easily with others on the course and your mentors through the discussion space.
You will have access to a dedicated discussion space where you can ask questions, share knowledge, and interact with your mentor and other learners. You will also be able to ask your instructor questions during the live sessions.
Type of certificate
Certificate of completion
About this course
06 Modules
06 Skills
Includes
Discussion space
04 Labs
04 Knowledge checks
02 Practice exam
03 Project
Create
Generative AI models
Exercises to explore
Azure OpenAI Service
Prompt engineering
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