Welcome to "Master Azure AI Studio: Prompt Flow, LLMOps & RAG".
Are you ready to unlock the full potential of Azure AI Studio? This comprehensive course is designed to equip you with the skills and knowledge needed to harness the power of Azure AI Studio's advanced features.
What You'll Learn:
Read more
Welcome to "Master Azure AI Studio: Prompt Flow, LLMOps & RAG".
Are you ready to unlock the full potential of Azure AI Studio? This comprehensive course is designed to equip you with the skills and knowledge needed to harness the power of Azure AI Studio's advanced features.
What You'll Learn:
Welcome to "Master Azure AI Studio: Prompt Flow, LLMOps & RAG".
Are you ready to unlock the full potential of Azure AI Studio? This comprehensive course is designed to equip you with the skills and knowledge needed to harness the power of Azure AI Studio's advanced features.
What You'll Learn:
Prompt Flow: Master the art of designing and optimizing prompt flows for seamless AI interactions.
Content Safety: Ensure your AI solutions adhere to the highest standards of safety and compliance.
Evaluation: Learn effective techniques for evaluating AI models to achieve optimal performance.
LLMOps: Dive into the operations and management of large language models, streamlining your AI workflows.
RAG (Retrieval-Augmented Generation): Enhance your AI applications with cutting-edge retrieval and generation techniques.
Why This Course?
Expert Guidance: Learn from an experienced instructor with hands-on expertise in Azure AI Studio.
Practical Skills: Gain practical skills through real-world examples and hands-on exercises.
Comprehensive Coverage: Covering all key aspects, from basic concepts to advanced techniques.
By the end of this course, you'll be well-equipped to leverage Azure AI Studio for building robust, efficient, and safe AI solutions. Whether you're a developer, data scientist, or AI enthusiast, this course will provide you with the tools and insights needed to excel in the field of AI.
Join us on this exciting journey and become an expert in Azure AI Studio today.
Here's a deal for you
UDEAFNULP2024
What's inside
Learning objectives
- Learn about azure ai studio
- Learn to integrate prompt flows into ai applications
- Learn about rag (retrieval augmented generation)
- Learn to evaluate gen ai applications
- Build responsible ai applications
- Learn about azure ai studio
- Learn to integrate prompt flows into ai applications
- Learn about rag (retrieval augmented generation)
- Learn to evaluate gen ai applications
- Build responsible ai applications
Syllabus
Introduction
Course Introduction
Important Concepts
What is Azure AI Studio?
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Syllabus
Good to know
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Activities
Review Azure Fundamentals
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Start by reviewing the fundamentals of Azure to ensure a stronger background for the course.
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Azure Fundamentals
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-
Review documentation from Microsoft Learn
-
Take practice quizzes on Azure fundamentals
-
Review Azure certifications, such as AZ-900
Read 'Large Language Models in Practice'
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Gain a deeper understanding of the theory and applications of large language models.
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-
Read chapters related to prompt engineering, LLMOps, and RAG
-
Take notes and highlight key concepts
Follow tutorials on Azure AI Studio
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Use tutorials to gain hands-on experience with the tools and techniques taught in the course.
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-
Follow the tutorials provided in the course materials
-
Explore additional tutorials on Microsoft Learn
-
Experiment with different Azure AI Studio features
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Join a study group or online community for Azure AI Studio
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Connect with peers to ask questions, share knowledge, and learn from others.
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-
Find a study group or online community focused on Azure AI Studio
-
Introduce yourself and participate in discussions
-
Seek help from others and offer assistance when possible
Practice prompt engineering
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Improve your ability to design and optimize prompts for AI models.
Show steps
-
Use tools like PromptSonic or Cohere for Practice
-
Take online courses or workshops on prompt engineering
-
Experiment with different prompt formats and techniques
-
Get feedback on your prompts from peers or experts
Build an AI project using Azure AI Studio
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Put your learning into practice by creating a project that utilizes the skills and knowledge covered in the course.
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-
Identify a problem or opportunity that can be addressed using AI
-
Design and develop an AI solution using Azure AI Studio
-
Deploy and test the AI solution
-
Evaluate and refine the AI solution
Contribute to open-source projects related to Azure AI Studio
Show steps
Engage with the wider AI community and gain practical experience by contributing to open-source projects.
Browse courses on
Open Source Projects
Show steps
-
Identify open-source projects related to Azure AI Studio
-
Review the project documentation and contribution guidelines
-
Make code contributions or report issues
-
Engage with the project community
Mentor a beginner in Azure AI Studio
Show steps
Reinforce your learning by helping others understand the concepts and skills covered in the course.
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Mentoring
Show steps
-
Identify a beginner who is interested in learning Azure AI Studio
-
Provide guidance and support on prompt engineering, LLMOps, and RAG
-
Answer questions and offer feedback
Review Azure Fundamentals
Show steps
Start by reviewing the fundamentals of Azure to ensure a stronger background for the course.
Browse courses on
Azure Fundamentals
Show steps
- Review documentation from Microsoft Learn
- Take practice quizzes on Azure fundamentals
- Review Azure certifications, such as AZ-900
Read 'Large Language Models in Practice'
Show steps
Gain a deeper understanding of the theory and applications of large language models.
Show steps
- Read chapters related to prompt engineering, LLMOps, and RAG
- Take notes and highlight key concepts
Follow tutorials on Azure AI Studio
Show steps
Use tutorials to gain hands-on experience with the tools and techniques taught in the course.
Show steps
- Follow the tutorials provided in the course materials
- Explore additional tutorials on Microsoft Learn
- Experiment with different Azure AI Studio features
Join a study group or online community for Azure AI Studio
Show steps
Connect with peers to ask questions, share knowledge, and learn from others.
Show steps
- Find a study group or online community focused on Azure AI Studio
- Introduce yourself and participate in discussions
- Seek help from others and offer assistance when possible
Practice prompt engineering
Show steps
Improve your ability to design and optimize prompts for AI models.
Show steps
- Use tools like PromptSonic or Cohere for Practice
- Take online courses or workshops on prompt engineering
- Experiment with different prompt formats and techniques
- Get feedback on your prompts from peers or experts
Build an AI project using Azure AI Studio
Show steps
Put your learning into practice by creating a project that utilizes the skills and knowledge covered in the course.
Show steps
- Identify a problem or opportunity that can be addressed using AI
- Design and develop an AI solution using Azure AI Studio
- Deploy and test the AI solution
- Evaluate and refine the AI solution
Contribute to open-source projects related to Azure AI Studio
Show steps
Engage with the wider AI community and gain practical experience by contributing to open-source projects.
Browse courses on
Open Source Projects
Show steps
- Identify open-source projects related to Azure AI Studio
- Review the project documentation and contribution guidelines
- Make code contributions or report issues
- Engage with the project community
Mentor a beginner in Azure AI Studio
Show steps
Reinforce your learning by helping others understand the concepts and skills covered in the course.
Browse courses on
Mentoring
Show steps
- Identify a beginner who is interested in learning Azure AI Studio
- Provide guidance and support on prompt engineering, LLMOps, and RAG
- Answer questions and offer feedback
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