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所在平台: Udemy |
课程主页: https://www.udemy.com/course/ai-in-the-browser-with-js-chrome-extensions-huggingface/
课程评论：没有评论
课程名称：《Transformers JS：Chrome 扩展与 Huggingface 及免费 AI 模型》 课程概述： 本课程旨在帮助您将浏览器转变为一个AI驱动的中心，名称为《AI in the Browser with JS: Chrome Extensions & Huggingface》。这是一场引人入胜的冒险，融合了人工智能、机器学习、自然语言处理、JavaScript 和 Chrome 扩展的世界。在这个项目驱动的课程中，我们将把您的浏览器变成一个强大的 AI 助手，以 JavaScript 为工具，Hugging Face 为秘密武器，Chrome 扩展为我们的游乐场，让 AI 的奇迹触手可及。 我们将构建一个名为“Questionable”的智能 Chrome 扩展，使每个网页都变成一个知识丰富的向导。通过“Questionable”，您可以随时询问您正在查看内容的问题，并获得 AI 提供的即时答案。 这个课程不仅仅是学习，它是一段探索之旅。我们将深入探讨以下内容： - **人工智能 (AI)**：什么是 AI？它是如何运作的？它如何改变世界？ - **机器学习**：机器是如何学习的？什么是监督学习、无监督学习和强化学习？ - **自然语言处理 (NLP)**：机器是如何理解人类语言的？什么是分词、命名实体识别和情感分析？ - **JavaScript (JS)**：JavaScript 如何为网络赋能？什么是变量、函数、循环和事件？异步 JavaScript 如何运作？ - **Chrome 扩展**：我们如何增强浏览器的功能？什么是后台脚本、内容脚本和弹出窗口？我们如何与网页互动？ - **Hugging Face 和 Transformer JS**：我们如何在应用程序中使用预训练模型？Transformer JS 如何支持浏览器中的机器学习？ 借助 Transformer JS 这一强大的 JavaScript 机器学习库，我们将把 Hugging Face 模型集成到我们的 Chrome 扩展中，探索 transformer.js 如何提供应用程序与强大 NLP 模型之间的便捷桥梁。 本课程旨在让所有级别的学员感到乐趣、参与性强且易于理解。按照 Feynman 方法，我们将复杂的概念拆解为简单易懂的内容。即使您是初学者，也会发现这段旅程既令人愉快又充满成就感。 在本课程结束时，您不仅会拥有一个通过先进的机器学习模型提供支持的 Chrome 扩展，还将深刻理解如何在浏览器中利用 AI 的力量。 准备好开始这段终生难忘的旅程了吗？快来和我们一起编程，迎接未来的挑战吧！
Transform your browser into an AI-powered hub with our course - 'AI in the Browser with JS: Chrome Extensions & Huggingface'. This course is a thrilling ride into the world of Artificial Intelligence, Machine Learning, Natural Language Processing, JavaScript, and Chrome Extensions. It's an adventure where technology meets fun, learning meets application, and you meet the future of browsing.In this hands-on, project-based course, we'll turn your browser into a powerful AI assistant. With JavaScript as our magic wand, Hugging Face as our secret potion, and Chrome Extensions as our playground, we'll bring the wonders of AI to your fingertips.What are we building? We're crafting 'Questionable', an intelligent Chrome Extension that transforms every webpage into a knowledgeable guide. With 'Questionable', you can ask any question about the content you're viewing, and get instant answers powered by AI.This isn't just a course, it's a journey of discovery. We'll explore:Artificial Intelligence (AI): What is AI? How does it work? How is it changing the world?Machine Learning: How do machines learn? What is supervised learning, unsupervised learning, and reinforcement learning?Natural Language Processing (NLP): How do machines understand human language? What are tokenization, named entity recognition, and sentiment analysis?JavaScript (JS): How does JavaScript power the web? What are variables, functions, loops, and events? How does asynchronous JavaScript work?Chrome Extensions: How can we enhance our browser's capabilities? What are background scripts, content scripts, and popups? How can we interact with webpages?Hugging Face and Transformer JS: How can we use pre-trained models in our applications? How does transformer js enable machine learning in the browser?With the help of Transformer JS, a robust library for machine learning in JavaScript, we'll integrate a Hugging Face model into our Chrome Extension. We'll explore how transformer.js provides a smooth bridge between our application and powerful NLP models.This course is designed to be fun, engaging, and accessible for all levels. Following the Feynman Method, we break down complex ideas into simple, understandable concepts. Even if you're a beginner, you'll find the journey enjoyable and the destination achievable.By the end of this course, you'll not only have a working Chrome Extension powered by a state-of-the-art machine-learning model, but you'll also possess a deep understanding of how to harness the power of AI in the browser.Ready for the ride of a lifetime? Join us on this exhilarating journey, and let's code the future together!
