Build Your Own Chat Bot From Scratch

所在平台: Udemy

课程主页: https://www.udemy.com/course/build-your-own-chat-bot-from-scratch/

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课程名称:从零开始构建自己的聊天机器人 课程概述:您是否渴望进入现代人工智能的世界,并从头开始创建自己的聊天机器人?这个全面的课程旨在带您了解构建复杂AI模型所需的基本概念和前沿技术,并学习如何优化它们以及实施高级提示工程。课程从基础知识开始,讲解预训练及如何微调模型,使其更高效地执行特定任务。您将深入了解分词、注意力网络和大型语言模型(LLMs)的复杂性,为自然语言处理(NLP)奠定坚实基础。课程还将探讨如何使用张量处理单元(TPUs)来实现更快的模型处理,并通过流行框架如Transformers和Langchain进行实际示例的应用。 通过本课程,您不仅能够理解如何构建和优化聊天机器人,还能获得与API调用的实际经验,使用Gradio进行界面设计,并采用LoRA进行高效模型训练。无论您是初学者还是希望扩展AI技能的学习者,本课程将为您提供创建最先进聊天机器人所需的知识和工具。现在就报名,开始您的AI之旅,构建能够像人类一样互动、参与和学习的聊天机器人!

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课程详情

Are you eager to dive into the world of modern AI and create your very own chatbot from the ground up? This comprehensive course is designed to take you on a journey through the essential concepts and cutting-edge techniques needed to build sophisticated AI models, fine-tune them, and implement advanced prompt engineering.Starting with the basics, you'll learn about pretraining and how to fine-tune models to make them more efficient for specific tasks. The course will guide you through the intricacies of tokenization, attention networks, and large language models (LLMs), providing a solid foundation in natural language processing (NLP). You'll also explore how to implement AI models using tools like Tensor Processing Units (TPUs) for faster processing and delve into practical examples using popular frameworks like Transformers and Langchain.By the end of this course, you'll not only understand how to build and optimize chatbots but also gain hands-on experience with API calling, working with Gradio for interface design, and using LoRA for efficient model training. Whether you're a beginner or looking to expand your AI skills, this course will equip you with the knowledge and tools needed to create state-of-the-art chatbots.Enroll now to start your AI journey and build chatbots that can interact, engage, and learn just like a human!

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