Certificate in Azure OpenAI for SMEs (中小企業 Azure OpenAI 證書)

Digital Institute of Hong KongCertificate in Azure OpenAI for SMEs (中小企業 Azure OpenAI 證書)

Certificate in Azure OpenAI for SMEs (中小企業 Azure OpenAI 證書)

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Description

Azure OpenAI 是一個微軟的人工智能平台，提供了一個安全，穩定和可伸縮的環境，用於部署和運行 OpenAI 模型。它通過微軟的 Azure 平台提供了一個易於使用的接口，讓開發人員和數據科學家能夠輕鬆地利用人工智能技術，以構建具有智能的應用和服務。

通過參加 Certificate in Azure OpenAI for SMEs，將學習到：

- 如何使用 Azure OpenAI 的技術和工具解決商業和實際生活中的各種問題

- 如何微調 Azure OpenAI 模型以符合特定需求和情境

- 如何使用 Python 和 Azure OpenAI 實現各種 AI 項目

- 如何利用實際案例研究和實踐練習加深對 Azure OpenAI 技術的理解

- 自製 OpenAI Chatbot

Course Outline

Module/Subject(s)	Description of the Module/Subject
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