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