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所在平台: Udemy |
课程主页: https://www.udemy.com/course/mastering-genai-with-deepseek/
课程评论：没有评论
课程名称：精通GenAI与DeepSeek 课程概述： 这是一个全面的在线课程，旨在指导您通过使用GenAI和DeepSeek构建定制化商业聊天机器人应用程序。无论您是初学者还是希望提升AI知识，课程提供了一个结构化的学习路径，使您掌握现代AI技术的理论和实践。 学习内容： 1. **GenAI与DeepSeek导论**：了解通用人工智能（GenAI）的基本概念，探讨如ChatGPT、Gemini和LlaMa等模型，并深入了解DeepSeek及其在AI驱动系统中的应用。 2. **Google Colab用于AI开发**：学习如何利用Google Colab运行Python代码与部署AI模型，获得文件上传、运行时更改及深度学习项目实践经验。 3. **Python基础**：掌握Python编程，通过数据类型、条件、循环、函数和模块的课程。这些技能是构建和定制AI应用程序的基础。 4. **DeepSeek集成**：深入了解如何使用DeepSeek模型，包括在Google Colab中运行它们及理解其能力，学习如何操作从最小的LLM-7B-Chat到更大的DeepSeek-V2-Lite 15.6B模型。 5. **增强检索生成（RAG）**：学习如何处理文本嵌入、处理PDF文档，并为AI系统创建数据块，从而帮助您构建更智能的聊天机器人，以便从文档中检索上下文并提供更好的答案。 6. **商业聊天机器人应用**：课程的最终项目是创建一个完整的聊天机器人应用。您将使用DeepSeek构建后端API，并通过Gradio集成到前端，使其成为适合实际使用的全栈应用程序。 课程结构： - 第1部分：课程介绍及优化学习建议 - 第2部分：GenAI与DeepSeek介绍 - 第3部分：Google Colab实践学习 - 第4部分：Python编程基础 - 第5部分：DeepSeek深度解析 - 第6部分：增强检索生成技术应用 - 第7部分：使用DeepSeek构建聊天机器人 课程结束时，您将能够构建强大的AI聊天机器人，并将其整合到实际应用中，利用DeepSeek和Python的强大能力。无论您是在创建客户服务聊天机器人还是专业商业助理，您所获得的技能将为您开启激动人心的AI驱动项目之门。 适合人群： - 初学AI和聊天机器人开发的初学者 - 希望提升对AI模型和Python编程知识的开发者 - 有兴趣为各行业构建定制商业聊天机器人解决方案的任何人
Course Overview: This comprehensive online course is designed to guide you through the process of building customized business chatbot applications using GenAI and DeepSeek. Whether you're a beginner or looking to enhance your AI knowledge, this course offers a structured learning path to master both the theoretical and practical aspects of modern AI technologies.What You'll Learn:Introduction to GenAI and DeepSeek: Understand the fundamentals of General AI (GenAI) and explore models like ChatGPT, Gemini, and LlaMa. Dive into the concept of DeepSeek and its applications in AI-driven systems.Google Colab for AI Development: Learn how to leverage Google Colab to run Python code and deploy AI models. You'll get hands-on experience with uploading files, changing runtime, and using Colab for deep learning projects.Python Fundamentals: Master Python programming with lessons on data types, conditions, loops, functions, and modules. These skills are foundational for building and customizing AI applications.DeepSeek Integration: Gain in-depth knowledge of how to use DeepSeek models, including running them in Google Colab and understanding their capabilities. You'll learn to run various models, from the smallest (LLM-7B-Chat) to the larger DeepSeek-V2-Lite 15.6B.Retrieval Augmented Generation (RAG): Learn how to work with text embeddings, process PDF documents, and create chunks of data for use in AI systems. This will help you build smarter chatbots that retrieve context from documents to provide better answers.Business Chatbot Application: The course culminates with the creation of a complete chatbot application. You will build the backend API using DeepSeek and integrate it with a frontend using Gradio, making it a full-stack application suitable for real-world use.Course Structure:Part 1: Introduction to the CourseOverview of the course and tips for getting the most out of it.Part 2: Introduction to GenAI and DeepSeekUnderstand the cutting-edge AI models like ChatGPT and DeepSeek, along with how they are transforming the AI landscape.Part 3: Google ColabHands-on learning with Google Colab: from basic setups to uploading files and running scripts.Part 4: Python ProgrammingLearn the Python programming essentials that are crucial for AI development and chatbot creation.Part 5: Working with DeepSeekDive deep into DeepSeek, understand its models, and learn how to run them on Colab.Part 6: Retrieval Augmented GenerationLearn how to process documents and text, turning them into structured data for use in AI models.Part 7: Building a Chatbot with DeepSeekThe final project: Create a full-stack AI chatbot using DeepSeek API and a Gradio frontend.By the end of this course, you will be able to build powerful AI chatbots and integrate them into real-world applications, leveraging the power of DeepSeek and Python. Whether you're creating a customer service chatbot or a specialized business assistant, the skills you'll gain will open doors to exciting AI-driven projects.Who Should Enroll:Beginners looking to learn AI and chatbot development.Developers who want to enhance their knowledge of AI models and Python programming.Anyone interested in building custom business chatbot solutions for various industries.
