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所在平台: Udemy |
课程主页: https://www.udemy.com/course/gpt-and-dall-e-create-your-chatgpt-with-python/
课程评论：没有评论
课程名称：使用 Python 进行 OpenAI 应用：GPT 3/4、DALL-E、Whisper 和 TTS 课程概述：本课程于2024年1月更新，100% 实践操作，所有代码可供下载。ChatGPT 是 2022 年最大的技术亮点之一，在一周内达到了 100 万用户。GPT 系列的人工智能模型基于一种称为变压器的技术，这些变压器源于专门用于自然语言处理的深度神经网络。自2017年起，这一技术在人工智能领域带来了诸多创新。而 DALL-E 是一款根据文本生成图像的模型，由同一公司创建和维护。 课程重点包括： 1. **使用 GPT-3 和 GPT-4 生成文本**：学习如何利用 OpenAI 强大的语言模型 GPT-3 和 GPT-4 创建响应式的智能聊天界面，涵盖将这些模型集成到聊天系统的基础知识，实现动态且具上下文意识的文本生成。 2. **使用角色保持对话上下文**：理解保持对话上下文的重要性，学习如何在聊天互动中实施“角色”。这一部分重点介绍跟踪对话角色（用户与 AI）的方法，以确保对话流畅且符合上下文。 3. **使用 DALL-E 3 创建高清图像**：深入了解利用 DALL-E 3 进行高级 AI 驱动的艺术创作，学习如何使用这一尖端图像生成模型从文本描述中创建惊艳的视觉效果，探索其生成细节丰富的高分辨率图像的能力。 4. **使用 DALL-E 2 填充图像和创建变体**：探索 DALL-E 2 的功能，侧重于其图像编辑特性，如填充遮罩和生成图像变体，学习如何操作和变换图像，包括更改图像的一部分或生成给定图像的不同版本。 5. **使用 TTS 生成音频文件**：介绍文本到语音（TTS）技术，指导您将书面文本转换为语音音频，了解不同的 TTS 系统及其如何用于从任何文本创建自然听感的声音输出。 6. **使用 Whisper 转录音频文件**：亲身体验 Whisper，这是一种音频转录工具，涵盖音频转录的基础知识，演示如何利用 AI 准确地将音频文件转换为文本格式。 7. **调用自定义函数与 AI 交互**：学习通过自定义函数调用与 AI 系统进行交互的高级技能，最终模块将教您如何设计和集成自定义函数，使 AI 模型在不同应用中的互动和响应更加个性化。 关于 GPT：GPT 是“生成预训练变压器”的缩写，是一种由 OpenAI 开发的语言模型，利用深度学习生成类人文本。GPT-3 是该模型的第三个版本，经过大规模文本数据的训练，能够生成高度连贯且符合上下文的文本，并可根据各种自然语言处理任务进行微调，如语言翻译、文本摘要和问答。 祝您学习愉快！
Updated in January 2024!This is a 100% hands-on course. All the code is available for you to download.ChatGPT was one of the biggest technological highlights in 2022, reaching 1 million users in one week. The Artificial Intelligence models of the GPT group are based on a technique known as Transformers, which are derived from Deep Neural Networks specialized in Natural Language Processing. Its application comes from 2017 and has brought many innovations to the field of Artificial Intelligence. DALL-E, on the other hand, are models for producing images from text, created and maintained by the same company.Use GPT-3 and GPT-4 models to generate text through chats: Learn how to leverage OpenAI's powerful language models, GPT-3 and GPT-4, for creating responsive, intelligent chat interfaces. This module will cover the basics of integrating these models into chat systems, allowing for dynamic and contextually aware text generation.Maintain the context of conversations using Roles: Understand the importance of maintaining conversational context and learn to implement 'Roles' in chat interactions. This part of the course will focus on techniques to keep track of conversational roles (like user vs. AI), ensuring coherent and context-sensitive dialogue flows.Create high-quality, high-definition images with DALL-E 3: Dive into the world of advanced AI-driven art creation with DALL-E 3. This section teaches you how to use this state-of-the-art image generation model to create stunning visuals, exploring its capabilities in producing detailed, high-resolution images from textual descriptions.Fill masks and create variations of images with DALL-E 2: Explore the functionalities of DALL-E 2, focusing on its image editing features such as mask-filling and image variation generation. Learn how to manipulate and transform images with AI, including changing parts of an image or generating different versions of a given picture.Generate audio files from text with TTS: This module introduces Text-to-Speech (TTS) technologies, guiding you through the process of converting written text into spoken audio. Learn about different TTS systems and how they can be used to create natural-sounding voice outputs from any text.Transcribe audio files with Whisper: Get hands-on experience with Whisper, a tool for transcribing spoken words into written text. This part of the course covers the basics of audio transcription, demonstrating how to accurately convert audio files into text format using AI.Make calls to custom functions to interact with AI: Learn the advanced skill of interacting with AI systems through custom function calls. This final module will teach you how to design and integrate custom functions, enabling tailored interactions and responses from AI models in various applications.More About GPT:GPT stands for "Generative Pre-trained Transformer." It is a type of language model developed by OpenAI that uses deep learning to generate human-like text. GPT-3 is the third version of the model, which has been trained on a massive amount of text data and is capable of generating highly coherent and contextually appropriate text. It can be fine-tuned for various natural language processing tasks such as language translation, text summarization, and question answering.Have a Nice Course!
