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Az-2005: Develop AI Agents Using Azure Openai and the Semantic Kernel SDK

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The AZ-2005 course teaches you how to develop intelligent AI agents using Azure OpenAI and Semantic Kernel SDK. You'll connect code to large language models, create plugins, and automate tasks with intelligent planners. Ideal for developers, data scientists, and AI enthusiasts, this course includes a hands-on project building an AI travel agent. You'll boost your skills and marketability, preparing for the Microsoft Applied Skills Credential. Prerequisites are basic cloud services and programming knowledge. Interested in integrating AI seamlessly into your projects and setting yourself apart in the tech industry? You're in the right place to find out more.

Key Takeaways

  • Learn to connect code to large language models using Azure OpenAI.
  • Develop AI agents and create plugins with the Semantic Kernel SDK.
  • Automate tasks using intelligent planners and native functions.
  • Gain hands-on experience by building an AI travel agent project.
  • Prepare for the Microsoft Applied Skills Credential exam (AZ-2005).

Course Overview

In this course, you'll explore how to develop AI agents using Azure OpenAI and the Semantic Kernel SDK.

You'll connect code to large language models, create plugins, and utilize intelligent planners for task automation.

Introduction

Explore how to develop intelligent AI agents by diving into our all-encompassing AZ-2005 course, which leverages Azure OpenAI and the Semantic Kernel SDK. This course is designed to help you harness the power of Azure and OpenAI to develop AI agents that can perform complex tasks and interact seamlessly with users.

By investigating the Semantic Kernel SDK, you'll gain the skills needed to connect your code to large language models, creating intelligent applications that understand and respond to user inputs effectively.

In this course, you'll learn to develop AI agents using Azure's robust platform and the innovative capabilities of OpenAI. You'll create plugins specifically designed for the Semantic Kernel SDK, enhancing your AI agents' abilities and extending their functional range. Additionally, you'll explore intelligent planners for task automation, enabling your AI agents to manage and execute tasks efficiently.

One of the course highlights is a guided project where you'll build an AI travel agent proof-of-concept. This hands-on experience will cement your understanding of the Semantic Kernel SDK and demonstrate the practical applications of the technologies you've mastered.

Join us in AZ-2005 to elevate your AI development skills to new heights.

Course Objectives

This course aims to equip you with the skills to develop sophisticated AI agents using Azure OpenAI and the Semantic Kernel SDK. You'll explore the core objectives designed to help you build intelligent applications and prepare for the Microsoft Applied Skills credential. By integrating Azure OpenAI Services, you'll enhance AI agent capabilities through plugins and intelligent planners.

ObjectiveFocus AreaOutcome
Understand Key ConceptsAzure OpenAI, Semantic Kernel SDKStrong foundational knowledge
Build Intelligent ApplicationsSemantic Kernel SDKPractical application and skills development
Prepare for CertificationMicrosoft Applied Skills CredentialShowcase your expertise

You'll gain insights into leveraging the Semantic Kernel SDK to create intelligent applications, making your AI agents more advanced and effective. The course will also guide you in developing practical skills for automation tasks, culminating in a hands-on project where you'll create an AI travel agent.

Who Should Attend

If you're a developer with C# experience or looking to integrate AI into your projects, this course is for you.

It's perfect for those aiming to automate tasks and enhance their natural language processing skills.

Plus, you'll gain valuable insights to help you obtain Microsoft's Applied Skills credential, boosting your career prospects.

Target Audience

Anyone keen to elevate their AI development skills, whether you're a developer, data scientist, or AI enthusiast, should attend this course. If you're a developer looking to enhance your knowledge of Azure OpenAI and the Semantic Kernel SDK, this course will guide you through building intelligent applications from the ground up. You'll gain the skills needed to leverage these powerful tools effectively in real-world scenarios.

Data scientists, this course offers you the opportunity to deepen your understanding of AI technologies and how to apply them using Azure OpenAI. You'll benefit from hands-on experience with the Semantic Kernel SDK, providing you with the competence to create sophisticated AI models and agents.

For AI enthusiasts, this training is a gateway to mastering the practical applications of AI concepts. You'll learn to build and deploy intelligent applications using Azure OpenAI, tapping into the capabilities of the Semantic Kernel SDK. This course is designed to be accessible yet all-encompassing, ensuring you walk away with actionable skills.

Lastly, if you're someone who enjoys learning through guided projects, this course offers practical, project-based learning, making complex AI concepts approachable and manageable. Don't miss this chance to advance your AI expertise.

Career Benefits

Elevating your AI development skills with Azure OpenAI and the Semantic Kernel SDK can open numerous career opportunities, making you a valuable asset in the tech industry. By mastering the creation of intelligent applications that automate tasks, you'll become indispensable to employers looking to streamline operations and enhance user experiences. Developers and AI enthusiasts alike will find that understanding how to develop agents using Azure OpenAI can greatly boost their marketability.

If you're a data scientist, integrating AI into your projects becomes more seamless when you grasp the intricacies of Azure OpenAI and the Semantic Kernel SDK. You'll be well-equipped to perform natural language processing, a critical component in developing AI that understands and interacts with humans effectively. This skill set is highly sought after in industries ranging from customer service to healthcare.

Additionally, professionals aiming to build AI travel assistants or chatbot applications will find this course invaluable. Learning to create AI agents using Azure OpenAI not only enhances your technical capabilities but also positions you as a forward-thinking innovator in AI development.

Prerequisites

Before you start developing AI agents, you'll need some foundational knowledge and tools. Make sure you're comfortable with C# programming and familiar with the Azure portal.

Additionally, having Visual Studio Code installed and access to Azure OpenAI Services is essential.

Required Knowledge

Mastering the development of AI agents using Azure OpenAI and Semantic Kernel SDK requires a solid foundation in C# programming and familiarity with the Azure portal. You'll need to understand how to navigate Azure's interface and utilize its various services effectively. This knowledge is vital for leveraging the intelligent capabilities provided by the SDK, enabling you to create sophisticated AI solutions.

To guarantee you're well-prepared, here's what you should be proficient in:

  • C# Programming: Strong command of C# is necessary as the Semantic Kernel SDK relies heavily on this language for developing intelligent AI agents.
  • Azure Portal: Familiarity with the Azure portal is essential. You'll need to navigate through different Azure services, configure settings, and monitor resources.
  • Azure OpenAI Services: Access to these services is a must. Understanding how to integrate them with the SDK can greatly enhance the functionality of your AI agents.
  • Visual Studio Code: Make sure you have Visual Studio Code installed. This IDE provides the necessary tools and extensions for a smooth development process.

Equipping yourself with this required knowledge will lay a solid foundation for delving deeper into the development of AI agents using Azure OpenAI and the Semantic Kernel SDK.

Preparatory Materials

To effectively develop AI agents using Azure OpenAI and the Semantic Kernel SDK, you'll need to gather several preparatory materials to make sure you're ready for the hands-on work ahead.

First, make sure you have a strong foundation in programming with C#, as this is an important prerequisite for the AZ-2005 course. Your development environment should include Visual Studio Code, a versatile IDE that will streamline your coding process.

Next, familiarize yourself with Azure and its portal. This knowledge is vital for leveraging Azure OpenAI Services effectively. If you're new to Azure, consider exploring the free e-book on cloud computing guidance, which can supplement your learning and help you navigate the platform more efficiently.

Additionally, you'll need access to Azure OpenAI Services. This access is essential for practical exercises and real-world implementation of AI agent development concepts. Make sure your Azure subscription is active and that you have the necessary permissions to use OpenAI Services.

Skills Measured in Exam

In the exam, you'll be tested on your ability to connect code to large language models and create plugins using the Semantic Kernel SDK.

You'll also need to show proficiency in using native functions and intelligent planners for task automation.

The assessment includes a practical project where you'll build an AI travel agent, demonstrating your skills in integrating Azure OpenAI Services.

Exam Objectives

You'll need to demonstrate your ability to develop AI agents using Azure OpenAI and the Semantic Kernel SDK. This involves showcasing your proficiency in connecting your code to large language models and creating effective plugins for the Semantic Kernel SDK.

The exam will measure your ability to use these tools to build intelligent planners and automate complex tasks seamlessly.

To succeed, focus on the following key skills:

  • Integrating Azure OpenAI Services: Show that you can effectively connect and utilize Azure OpenAI to power your AI agents.
  • Developing Plugins for Semantic Kernel SDK: Demonstrate your capability to create and implement plugins that enhance the functionality of the Semantic Kernel SDK.
  • Creating Intelligent Planners: Prove your proficiency in designing planners that can automate tasks and make intelligent decisions.
  • Connecting Code to Large Language Models: Exhibit your ability to integrate your applications with sophisticated language models to enhance AI performance.

Mastering these skills won't only prepare you for the exam but also equip you with the expertise needed to develop advanced AI agents. Your ability to excel in these areas will validate your competence in leveraging Azure OpenAI and the Semantic Kernel SDK to their fullest potential.

Assessment Format

Understanding the assessment format for the AZ-2005 exam is essential to showcasing your proficiency in developing AI agents using Azure OpenAI and the Semantic Kernel SDK. This exam features multiple-choice questions designed to test your knowledge of these technologies. You'll encounter scenario-based questions that require you to apply concepts to real-world AI agent development scenarios.

The skills measured in this exam include creating plugins for semantic interactions, utilizing intelligent planners, and building practical AI travel agents. To succeed, you need a solid grasp of connecting your code to various language models and customizing AI agent skills to meet specific needs. Additionally, you'll be evaluated on your ability to leverage Azure OpenAI Services effectively.

The assessment aims to make sure you're proficient in developing AI agents using Azure OpenAI and the Semantic Kernel SDK. It's important to be comfortable with the technical aspects, such as integrating plugins for semantic functionality and using intelligent planners.

FAQs

Now let's address some of the common questions you might've about the course.

We'll cover essential topics like prerequisites, course content, and who'd benefit the most.

This section aims to provide clarity on enrollment terms, the course's purpose, and the skills you'll gain.

Common Questions

Have questions about the AZ-2005 course on developing AI agents using Azure OpenAI and the Semantic Kernel SDK? You're not alone. Many prospective students have similar queries. Here's what you need to know to get started:

  • Prerequisites: Before diving into AI agents using Azure, you'll need a basic understanding of cloud services and programming. Familiarity with the Semantic Kernel SDK is also beneficial.
  • Course Achievement: Yes, you can request an achievement code upon completing the course. This can be a valuable addition to your credentials, especially if you're aiming to become Microsoft Certified.
  • Key Concepts: The AZ-2005 course covers essential topics like AI agent development, integration with Azure OpenAI, and leveraging the Semantic Kernel SDK. By the end, you'll have a solid grasp of these advanced technologies.
  • Course Duration and Difficulty: The course is designed to be thorough yet manageable, typically spanning a few weeks. It's considered intermediate-level, so some prior experience with AI and cloud computing is recommended.
  • Group Training: If you prefer learning in a collaborative environment, group training options are available. This can be particularly useful for teams looking to upskill together.

Frequently Asked Questions

What Is the Azure Semantic Kernel?

The Azure Semantic Kernel lets you build intelligent apps by connecting code to large language models. It supports knowledge graph creation, concept modeling, and data integration, enhancing your AI agents' capabilities with advanced natural language processing.

How to Create Azure AI Services?

To create Azure AI Services, sign in to your Azure account, navigate to the Azure portal, and choose services based on pricing models. Make sure you consider security measures and plan your deployment strategies for best performance.

How Are Chatgpt Openai and Azure Openai Related?

ChatGPT, developed by OpenAI, showcases OpenAI's history of advancing AI capabilities. Azure OpenAI Services let you integrate these capabilities into applications. For example, you can use ChatGPT for enhanced chatbots, leveraging its advanced natural language processing.

What Is the Azure Openai Service?

Azure OpenAI Service lets you integrate powerful AI models into your apps. You'll benefit from flexible pricing models and robust access controls, ensuring seamless service integration while maintaining security and cost-effectiveness for your projects.

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