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所在平台: Udemy |
课程主页: https://www.udemy.com/course/full-stack-ai-with-ollama-llama-deepseek-mistral-phi/
课程评论：没有评论
课程名称：全面的全栈人工智能与Ollama：Llama、DeepSeek、Mistral、QwQ 课程概述： 《全面的全栈人工智能与Ollama：Llama、DeepSeek、Mistral、QwQ、Phi-2、MedLlama2、Granite3.2》是一门实用性极强的人工智能开发课程，教授您如何使用最新的开源人工智能模型构建和部署真实世界的人工智能应用程序。无论您是刚入门的人工智能爱好者还是经验丰富的开发者，本课程将为您提供实践项目，帮助您将大语言模型（LLMs）整合到Web应用程序、自动化工具及先进的人工智能驱动解决方案中。 在此课程中，您将学习如何安装、配置并使用Ollama，在本地运行强大的人工智能模型，无需依赖昂贵的云端API。课程涵盖LLaMA 3、DeepSeek、Mistral、Mixtral、QwQ、Phi-2、MedLlama2、Granite3.2及CodeLlama，让您掌握自然语言处理（NLP）、文本生成、代码补全、调试、文档分析、情感分析及人工智能驱动的自动化等技能。 课程内容包括多个真实世界的AI项目，您将开发一款AI新闻摘要生成器、创建一款AI校对工具、构建客户支持聊天机器人，并实施商业自动化的智能助手。每个项目都提供了与FastAPI、Python、Ollama和REST API的实操经验，确保您获得全面的AI集成开发技能。 此外，课程还教授如何使用API获取和处理实时数据，非常适合希望构建分析实时信息的人工智能驱动应用程序的学习者。您将创建实时新闻摘要生成器、AI金融报告分析器和自动化招聘的AI求职申请筛选器等项目。 完成本课程后，您将具备构建AI驱动项目的能力，涵盖全栈AI开发、文本处理、自然语言理解、聊天机器人开发、AI自动化及基于LLM的应用程序。您将自信地部署AI模型，将其整合到生产就绪的应用程序中，并利用尖端人工智能技术构建智能解决方案。 无论您是开发者、数据科学家、创业者、研究人员还是人工智能爱好者，本课程都将为您提供有效实施AI模型所需的技能。您将获得构建AI驱动Web应用程序、整合NLP模型及使用AI工具自动化任务的实践经验。该课程非常适合希望通过使用Ollama的顶级模型弥合AI研究与实际应用之间差距的人员。 如果您准备将人工智能开发技能提升到一个新的水平，并构建前沿的AI驱动应用程序，那么这门课程将是您的最佳选择！
Full-Stack AI with Ollama: Llama, DeepSeek, Mistral, QwQ, Phi-2, MedLlama2, Granite3.2 is the ultimate hands-on AI development course that teaches you how to build and deploy real-world AI applications using the latest open-source AI models. Whether you're a beginner exploring artificial intelligence or an experienced developer, this course will provide you with practical projects to integrate large language models (LLMs) into web applications, automation tools, and advanced AI-driven solutions.Throughout this course, you will learn how to install, configure, and use Ollama to run powerful AI models locally without relying on expensive cloud-based APIs. You'll work with LLaMA 3, DeepSeek, Mistral, Mixtral, QwQ, Phi-2, MedLlama2, Granite3.2 and CodeLlama, gaining expertise in natural language processing (NLP), text generation, code completion, debugging, document analysis, sentiment analysis, and AI-driven automation.The course is packed with real-world AI projects. You will develop an AI news summarizer, create an AI-powered proofreading tool, build a customer support chatbot, and implement an intelligent assistant for business automation. Each project provides hands-on experience with FastAPI, Python, Ollama, and REST APIs, ensuring you gain full-stack development skills in AI integration.This course also teaches you how to fetch and process real-time data using APIs, making it ideal for those looking to build AI-driven applications that analyze real-time information. You'll create a real-time news summarizer, an AI-powered financial report analyzer, and an AI job application screener to automate recruiting.By the end of this course, you will have built AI-powered projects, covering full-stack AI development, text processing, natural language understanding, chatbot development, AI automation, and LLM-based applications. You will be confident in deploying AI models, integrating them into production-ready applications, and leveraging state-of-the-art AI technologies to build intelligent solutions.Whether you are a developer, data scientist, entrepreneur, researcher, or AI enthusiast, this course will provide you with the skills to implement AI models effectively. You will gain hands-on expertise in building AI-powered web applications, integrating NLP models, and automating tasks with AI-driven tools. This course is perfect for those who want to bridge the gap between AI research and practical implementation by working with top-performing models from Ollama.If you are ready to take your AI development skills to the next level and build cutting-edge AI-powered applications, then this is the perfect course for you!
