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所在平台: Udemy |
课程主页: https://www.udemy.com/course/the-nlp-llm-crash-course-build-an-ai-chatbot-in-2-hours/
课程评论：没有评论
课程名称：NLP与LLM速成课程 - 快速构建您的AI聊天机器人 概述：掌握自然语言处理（NLP）和大型语言模型（LLM），在短时间内使用Python构建和部署类似ChatGPT的聊天机器人。想要深入人工智能并在仅2小时内创建自己的聊天机器人？通过我们的NLP与LLM及生成AI的密集课程，这一切皆有可能。我们将从零开始教您大型语言模型（LLM）的概念，以及如何利用其强大功能开发创新应用。 课程内容包括： - 自然语言处理（NLP）与大型语言模型（LLMs）：了解GPT等LLM的架构和内在工作原理。 - Transformers库：利用管道进行情感分析和实体识别，这是自然语言处理的重要技能。 - AutoClass模型：通过AutoModel和AutoTokenizer进行动手实践，构建问答系统。 - 高级环境：设置GPU配置，创建认证令牌以使用复杂的AI模型。 - 聊天机器人用户界面：创建直观的聊天风格界面，以测试您的聊天机器人。 - 开源模型：学习如何根据具体任务选择合适的模型。 - 聊天机器人开发：构建聊天逻辑，设计吸引人的用户界面，并部署您自己的LLM驱动的聊天机器人。 您所需的基础：只需具备基本的Python知识和一台电脑，即可开始构建您的聊天机器人。
Master NLP and Large Language Models (LLM): Build and deploy your ChatGPT-like chatbot with Python in record time.Would you like to dive into artificial intelligence and create your own chatbot in just 2 hours? This is possible with our intensive course on NLP & LLM and Generative AI. We will teach you from scratch what a Large Language Model (LLM) is and how to leverage its power to develop innovative applications.What You'll Learn:Natural Language Processing (NLP) & Large Language Models (LLMs): Understand the architecture and inner workings of LLMs like GPT.Transformers Library: Harness pipelines for sentiment analysis and entity recognition-key skills in natural language processing.AutoClass Models: Get hands-on with AutoModel and AutoTokenizer to build question-answering systems.Advanced Environments: Set up GPU configurations and create authentication tokens to work with sophisticated AI models.Build a User Interface for the Chatbot: Create an intuitive chat-style interface to test your chatbot.Open Source Models: Learn how to choose the right model based on the specific task at hand.Chatbot Development: Build the chat logic, design an engaging user interface, and deploy your very own LLM-powered chatbot.What You Need:All you need is a basic knowledge of Python and a computer to start building your own chatbot.
