Module 1: Introduction to AI and Azure Cognitive Services
- Overview of Artificial Intelligence - Introduction to Azure Cognitive Services - Speech Recognition API - Image Recognition API - Hands-on Experience with Implementing Azure Cognitive Services
Module 2: OpenAI Fundamentals and Utilizing Pre-Trained Models
- Overview of OpenAI and Its Mission - Fundamentals of OpenAI Technology - Azure OpenAI Subscription and Application - Introduction to Pre-Trained OpenAI Models and Their Applications - Hands-on Experience with Utilizing Pre-Trained Models for Specific Tasks - Demonstration of Capabilities, Including Answering Questions Like a Google Search - Hands-on Experience with Using OpenAI Models for Various Tasks
Module 3: Integrating Python with OpenAI
- Overview of the Python Programming Language - Explanation of Integrating Python with OpenAI - Hands-on Experience with Implementing Python and OpenAI Tasks and Projects - Final Project: Customized Telegram Chatbot Development with Open AI
Module 4: Customizing OpenAI for Business Applications
- Explanation of When Fine-Tuning is Necessary - Overview of Fine-Tuning OpenAI Models with Custom Data - Best Practices for Dataset Structure Preparation - Hands-on Experience with Fine-Tuning OpenAI for Business Scenarios, with a Focus on Hong Kong - Overview of OpenAI Applications in Business - Real-life Case Studies of OpenAI in Business - Group Discussions and Hands-on Experience with Applying OpenAI in Business Contexts
