ABOUT THIS COURSE
This course is designed to provide participants with a comprehensive introduction to the fundamentals of Artificial Intelligence and how to leverage the power of Azure AI and OpenAI for developing intelligent applications. The course covers key topics such as an overview of Artificial Intelligence, introduction to Azure AI platform, utilizing pre-trained models, integrating with Azure AI, customizing Azure OpenAI for business applications, and using Azure AI with Enterprise Knowledgebase. The participants will also learn to understand what applications are being built using Azure AI and what are the immediate future possibilities.
Software engineers concerned with building, managing and deploying AI solutions including Generative AI that leverage Azure AI and Microsoft Bot Framework. They are familiar with C# or Python and have knowledge on using REST-based APIs to build computer vision, language analysis, knowledge mining, intelligent search, and conversational AI solutions on Azure.
Module 1: Introduction to Azure AI
• Overview of Artificial Intelligence
• Introduction to Azure AI
• Securing Azure AI
• Running Azure AI in Containers.
• Speech Recognition API
• Image Recognition API
• Understand the capabilities of Azure AI Search
• Implementing Azure AI
Module 2: OpenAI - How does it work, and how do I build apps with it
• Overview of OpenAI and its mission.
• Fundamentals of OpenAI Technology
• Azure OpenAI Subscription and Application
• Introduction to Pre-Trained OpenAI Models and Their Applications
• Application in use today
o Question Answering
• Utilizing Pre-Trained Models for Specific Tasks
• Using OpenAI Models for Various Tasks
Module 3: ChatGPT + Enterprise data with Azure AI
• Why can't we retrain ChatGPT with our data?
• What about fine-tuning ChatGPT?
• How do we overcome this limitation?
• Indexing and querying in Azure AI Search
• Semantic search
• Architecture Overview
• Web App Demo
• Web App Exercise
Basic knowledge of programming (using a REST API calls etc.)
|Course Fee Payable
|With GST (9%)