GenAI Engineering Sprint: Code, Deploy, Scale, Repeat

所在平台: Udemy

课程主页: https://www.udemy.com/course/genai-engineering-sprint-code-deploy-scale-repeat/

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课程名称:GenAI工程冲刺:编码、部署、扩展、重复 课程概述: 这是一个全面的全栈人工智能开发课程,旨在帮助您将创意转化为实时的AI应用程序。通过Python编程,您将掌握从编写首个Python函数到部署生产级AI应用的完整过程。该课程强调自开学第一天起就实现现实世界的部署,从而改变了传统AI课程的教学方式。 课程亮点: 大多数AI课程教授编码后,便让学生独立面对分享作品的挑战。我们的课程完全颠覆了这种方法。在短短数小时内,您将部署首个AI应用程序,确保不再有未使用的代码。 课程内容与项目: - 第1周:基础与首次部署 - 创建Python实用函数 - 使用Streamlit构建首个互动网页应用 - 掌握GitHub工作流程和版本控制 - 部署到Streamlit社区云,享受免费的托管服务 - 设置专业开发环境 - 第2周:生产级云基础设施 - 切换到Google Cloud Run进行企业级托管 - 学习容器化和可扩展架构 - 理解环境变量和秘密管理 - 识别何时及如何从免费平台升级 - 实施监控与维护最佳实践 - 第3周:AI集成精通 - 深入使用OpenAI SDK进行实践项目 - 掌握API密钥管理和安全最佳实践 - 实现智能功能并处理错误 - 优化成本并管理速率限制 - 构建真正有效的AI用户体验 - 第4周:完整AI应用项目 - 设计并构建AI驱动的标语生成器 - 综合运用所学技能制作专业应用 - 创建精美的用户界面与用户体验流程 - 部署您的终极项目,展示在简历上 - 实施反馈系统和用户分析 适合人群: - AI编程初学者 - 软件开发者希望掌握AI和云技能 - 数据科学家希望将机器学习项目生产化 - 企业家构建AI驱动产品 - 渴望创造自定义AI工具的各行业专业人士 - 准备现代科技职业的学生 课程收获: - 逐步的视频教程及实时编码 - 每个项目的完整源代码 - 部署检查清单和故障排除指南 - 动手练习及即时反馈 - 现场部署应用作品集 - 终生访问课程更新和新内容 - 社区互助与网络交流机会 无需编程基础,课程提供: - 无需高级软件或工具 - 无需复杂的设置或配置 - 理论与实践结合的全新学习体验 通过本课程,您将能够快速掌握构建和部署AI应用的核心技能,在仅四周内完成从零基础到实际应用的转变。投资您的AI开发未来,抓住现代经济对AI应用开发能力的需求,加入数千名元学习者的行列,开启您的职业发展之旅。

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Full Stack AI Development Course: Deploy Production-Ready AI ApplicationsTransform Your Ideas Into Live AI Applications with Python ProgrammingMaster the complete journey from writing your first Python function to deploying production-ready AI applications that thousands can use. This comprehensive AI programming course provides a blueprint for modern AI development that emphasizes real-world deployment from day one.Why This AI Programming Course Changes EverythingMost AI courses teach you to code, then leave you stranded when it's time to share your work with the world. We flip that approach entirely. You'll deploy your first AI application within hours and never write code that sits unused on your laptop again.What You'll Build & Deploy in This AI Development Training:Week 1: Foundation & First DeploymentCreate Python utility functions for real calculationsBuild your first interactive web app with StreamlitMaster GitHub workflows and version controlDeploy to Streamlit Community Cloud with free hostingSet up professional development environmentsWeek 2: Production-Grade Cloud InfrastructureTransition to Google Cloud Run for enterprise-level hostingLearn containerization and scalable architectureMaster environment variables and secrets managementUnderstand when and why to upgrade from free platformsImplement monitoring and maintenance best practicesWeek 3: AI Integration MasteryDeep dive into OpenAI SDK with hands-on projectsMaster API key management and security best practicesImplement intelligent features with error handlingOptimize costs and manage rate limitingBuild AI-powered user experiences that actually workWeek 4: Complete AI Application ProjectDesign and build an AI-powered tagline generatorCombine all skills into one professional applicationCreate polished user interfaces and user experience flowsDeploy your portfolio-worthy capstone projectImplement feedback systems and user analyticsReal AI Development Skills, Real Results:Deploy Before You Code - Every function gets tested in production environments Modern Development Workflows - Professional Git, GitHub, and CI/CD practices Cloud-Native Architecture - Build applications that scale from day one AI Integration Expertise - Practical OpenAI API implementation and optimization Production-Ready Code - Error handling, monitoring, and user experience design Portfolio Projects - Live applications you can show to employers or clientsTechnologies You'll Master in This AI Programming Course:Python programming and modular code designStreamlit for rapid web application developmentGit and GitHub for professional version controlGoogle Cloud Platform and cloud deployment strategiesOpenAI API integration and optimizationEnvironment management and security best practicesApplication monitoring and performance optimizationPerfect For AI Programming Beginners and Professionals:Complete beginners starting their AI development journeySoftware developers adding AI and cloud skills to their toolkitData scientists wanting to productionize their machine learning workEntrepreneurs building AI-powered products and servicesProfessionals in any field wanting to create custom AI toolsStudents preparing for modern tech careersWhat You Get with This AI Development Course:Step-by-step video tutorials with real-time codingComplete source code for every projectDeployment checklists and troubleshooting guidesHands-on exercises with immediate feedbackPortfolio of live, deployed applicationsLifetime access to course updates and new contentCommunity access for questions and networkingNo Experience Required for This AI Programming Course:No prior programming knowledge neededNo expensive software or tools requiredNo complex setup or configurationNo theoretical lectures without practical applicationEverything Provided for AI Development Success:Free tools and platforms for all projectsComplete setup guides for every environmentBeginner-friendly explanations of complex conceptsReal-world examples and industry best practicesStudent Success Stories from Our AI Programming Course:Our graduates have used their projects to land jobs at tech companies, start freelance AI development businesses, and build products that serve thousands of users. The deploy-first methodology means you'll have a professional portfolio before you even finish the course.Start Building AI Applications Today:In just 4 weeks, you'll go from never having written a line of code to deploying AI applications that solve real problems for real users. No more tutorial hell, no more projects that never see the light of day - just practical skills that get results.Investment in Your AI Development Future:As AI transforms every industry, the ability to build and deploy AI applications becomes one of the most valuable skills in the modern economy. This course provides both the technical expertise and practical experience that employers and clients actively seek.Join thousands of developers who have transformed their careers by mastering the complete AI application development lifecycle. Your journey from local scripts to production AI applications starts now.

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