Develop Custom Copilots With Azure AI Studio AI3016 Course - Bosnia and Herzegovina

Develop Custom Copilots with Azure AI Studio (AI-3016) Course Outline

Module 1: Introduction to Azure AI Studio

• Introduction
• What is Azure AI Studio?
• How does Azure AI Studio work
• When to use Azure AI Studio
• Exercise - Explore Azure AI Studio

Module 2: Explore and deploy models from the model catalog in Azure AI Studio

• Introduction
• Explore the language models in the model catalog
• Deploy a model to an endpoint
• Improve the performance of a language model
• Exercise - Explore, deploy, and chat with language models

Module 3: Get started with prompt flow to develop language model apps in the Azure AI Studio

• Introduction
• Understand the development lifecycle of a large language model (LLM) app
• Understand core components and explore flow types
• Explore connections and runtimes
• Explore variants and monitoring options
• Exercise - Get started with prompt flow

Module 4: Build a RAG-based copilot solution with your own data using Azure AI Studio

• Introduction
• Understand how to ground your language model
• Make your data searchable
• Build a copilot with prompt flow
• Exercise - Create a custom copilot that uses your own data

Module 5: Integrate a fine-tuned language model with your copilot in the Azure AI Studio

• Introduction
• Understand when to fine-tune a language model
• Prepare your data to fine-tune a chat completion model
• Explore fine-tuning language models in Azure AI Studio
• Exercise - Fine-tune a foundation model

Module 6: Evaluate the performance of your custom copilot in the Azure AI Studio

• Introduction
• Assess the model performance
• Manually evaluate the performance of a model
• Assess the performance of your custom copilot
• Exercise - Evaluate the performance of your custom copilot

Module 7: Responsible generative AI

• Introduction
• Plan a responsible generative AI solution
• Identify potential harms
• Measure potential harms
• Mitigate potential harms
• Operate a responsible generative AI solution
• Exercise - Explore content filters in Azure AI Studio

Who Should Attend this Develop Custom Copilots with Azure AI Studio (AI-3016)?

This course is ideally suited for professionals eager to enhance their organisation's capabilities through tailored AI solutions. This training will be particularly beneficial for:

• Chief Technology Officers (CTO)
• Software Developers and Engineers
• AI and Machine Learning Engineers
• Data Scientists
• Product Managers
• Head of Innovation Executives
• Business Analysts
• IT Managers

Prerequisites of Develop Custom Copilots with Azure AI Studio (AI-3016)

Delegates should have a basic understanding of AI principles and Azure services. It is recommended to complete the "Get Started with Artificial Intelligence" learning path prior to this course.

Develop Custom Copilots with Azure AI Studio (AI-3016) Course Overview

Develop Custom Copilots with Azure AI Studio (AI-3016) is an intensive training program designed to empower professionals with the expertise to create bespoke AI-driven solutions using Azure AI Studio. This course focuses on the practical implementation of AI tools to enhance decision-making and operational effectiveness in any business environment. Organisations will benefit from improved efficiency and innovation capabilities, while individuals will gain hands-on experience in building and managing custom AI applications.

During this training, participants will learn to navigate Azure AI Studio’s comprehensive environment, from developing large language models to deploying tailored copilots. The curriculum includes mastering the model catalogue, customising data integration, and optimising AI performance for specific business needs. Participants will engage in practical exercises to refine their skills in prompt engineering, data management, and model evaluation. This course is led by seasoned experts in AI development, offering a unique opportunity to learn from the best in the field and significantly advance your technical acumen in AI application development.

Course Objectives

• To grasp Azure AI Studio’s basic and advanced features
• To develop skills in prompt flow and language models
• To customise and deploy AI solutions effectively
• To manage data for AI model integration
• To assess and enhance AI model performance
• To implement responsible AI practices in solutions

After attending this training, delegates will be capable of independently creating and managing advanced AI solutions using Azure AI Studio. They will be proficient in the full lifecycle of AI model development—from conception and training to deployment and optimisation. Additionally, participants will be equipped with the knowledge to ensure their AI implementations are ethically aligned with organisational goals and societal norms, capable of mitigating potential AI risks. This skillset will empower them to drive innovation and enhance productivity through customised AI solutions in their respective organisations.

What’s included in this Develop custom copilots with Azure AI Studio AI3016 Course?

• World-Class Training Sessions from Experienced Instructors 
• Develop custom copilots with Azure AI Studio AI3016 Course Certificate
• Digital Delegate Pack