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所在平台: Udemy |
课程主页: https://www.udemy.com/course/openai-api-mastery-with-python/
课程评论：没有评论
课程名称：Python与OpenAI API的生成性人工智能入门 课程概述：本课程旨在帮助学员全面了解OpenAI API的强大功能，适合从初学者到专家的学习者。通过实践项目，深入探讨人工智能和机器学习的应用，学员将获得对OpenAI能力和应用的深刻理解。 课程内容包括： 1. **OpenAI API基础**：详细介绍OpenAI API的设置、使用方式、定价及使用限制。 2. **提示技术**：掌握不同的提示技术，包括零样本、少样本和思维链提示，以有效互动API。 3. **文本和CSV数据生成**：将提示知识应用于完整项目中，通过OpenAI API生成文本和CSV数据。 4. **模型微调**：学习如何使用OpenAI API进行模型微调，以满足特定需求。 5. **批量API请求**：通过两个专门项目获得批量请求的实际经验。 6. **利用DALL-E生成图像**：探索DALL-E的能力，从文本提示生成美丽的图像。 7. **文本转语音和语音转文本**：理解并实现文本转语音和语音转文本功能，包括使用Whisper API。 8. **创建嵌入和项目**：学习如何从文本中创建嵌入，并参与四个项目，包括语义搜索、代码搜索、基础机器学习和可视化。 9. **构建高级助手**：使用OpenAI API开发代码解释器、向量搜索工具、文件搜索工具和函数调用助手。 10. **自定义函数和API**：掌握使用聊天完成API和助手API进行自定义函数调用的技巧。 每个模块都建立在前一个模块的基础之上，确保学员在理论和实践方面都能扎实掌握OpenAI API的工作方式。通过本课程，您将获得利用OpenAI强大工具进行多种应用的技能。现在就注册，提升您的AI专业知识，参与真实项目和深入培训！
Course Description:Unlock the power of the OpenAI API with this comprehensive Udemy course designed to take you from novice to expert. Dive into artificial intelligence and machine learning with Python through practical, hands-on projects. This course is meticulously crafted to provide you with a deep understanding of OpenAI's capabilities and applications.What You Will Learn:Introduction to OpenAI API: Get started with a thorough overview of the OpenAI API, including setup, playground usage, pricing, and how to set usage limits.Prompting Techniques: Master various prompting techniques such as Zero-shot, Few-shot, and Chain of Thought Prompting to interact with the API effectively.Textual and CSV Data Creation: Apply your prompting knowledge in a complete project to generate textual and CSV data using OpenAI API prompting.Fine-Tuning Models: Learn the intricacies of fine-tuning with the OpenAI API to tailor models to your specific needs.Batch API Requests: Gain practical experience with API requests in batches through two dedicated projects.Image Generation with DALL-E: Explore the capabilities of DALL-E to generate stunning images from textual prompts.Text-to-Speech and Speech-to-Text: Understand and implement text-to-speech and speech-to-text functionalities, including working with the Whisper API.Creating Embeddings and Projects: Learn how to create embeddings from text and work on four projects including Semantic Search, Code Search, Basic ML, and Visualization.Building Advanced Assistants: Develop Code Interpreters, Vector Search tools, File Search utilities, and Function Calling Assistants using OpenAI API.Custom Functions and APIs: Master the art of calling custom functions using the Chat Completion API and Assistants API with Function Calling.Each module is designed to build upon the previous one, ensuring a solid grasp of both the theoretical and practical aspects of working with the OpenAI API. By the end of this course, you'll be equipped with the skills to harness the full potential of OpenAI's powerful tools for a variety of applications.Enroll now to transform your AI expertise with real-world projects and in-depth training!
