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Advanced GenAI Development Practices · LearnSpace
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courseraПрограммирование

Advanced GenAI Development Practices

Курс от SkillUp
Средний≈ 14.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Using AI to streamline your development workflows and tackle complex challenges is essential for staying competitive. In this course, you’ll learn how to integrate advanced generative AI tools into your software development practices to enhance efficiency, improve code quality, and achieve better project outcomes. Building on foundational development and AI concepts, you’ll explore advanced techniques in AI-driven API design, multi-layer integrations, and full-stack application development. This course emphasizes practical, real-world applications, equipping you with the tools and skills needed to handle complex software projects. Through hands-on experience with platforms such as GitHub Copilot and ChatGPT, you’ll explore AI-driven techniques to construct multi-step prompts and optimize integration across development layers. By the end of this course, you’ll have the experience to seamlessly integrate AI-powered solutions into your development workflows.

Навыки, которые вы освоите

AI WorkflowsAI IntegrationsAPI DesignPrompt EngineeringAutomationSoftware DesignGitHub CopilotGenerative AISoftware DevelopmentAI Security

Программа курса

5 модулей · 82 учебных материалов

01Advanced Solution Design23 материалов

Welcome to the Course

Welcome to Advanced AI Development PracticesВидеоReading: Course OverviewЧтениеReading: How to Succeed in This CourseЧтениеHelpful Tools and ResourcesPLUGIN

Foundations of AI-Driven Solution Design

Учитесь у экспертов

Paul Pardi

Преподаватель курса

Kasie Pardi

Преподаватель курса

SkillUp

Преподаватель курса

Advanced GenAI Development Practices
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Новые знания — в удобное для вас время.

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 14.5 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Индонезийский, Испанский, Японский, Казахский

Часть программы вашего университета
Introduction to AI-Driven Solution DesignВидео
Reading: Responsible AI Use in Software DevelopmentPLUGIN
Reading: Real-World Applications of AI in Solution DesignPLUGIN
Key Frameworks for AI-Assisted Solution Design and DevelopmentВидео
Reading: Advanced Principles of Generative AI in Software DevelopmentPLUGIN
Practice Quiz: Foundations of AI-Driven Solution DesignЗадание

Identifying and Addressing Software Challenges with AI

Identifying Complex Problems AI Can SolveВидеоAI-Powered Problem Solving: Strategies for Large-Scale SystemsВидеоReading: AI Techniques for Addressing Complex Software ChallengesPLUGINPractice Quiz: Identifying and Addressing ChallengesЗадание

Building Multi-Step AI Prompts for Complex Problems

Introduction to Multi-Step Prompt EngineeringВидеоReading: Techniques for Designing Effective Multi-Step AI PromptsPLUGINDebugging and Refining AI PromptsВидеоLab: Create and test a multi-step prompt for solving a complex software problemPLUGINPractice Quiz: Building Effective Multi-Step PromptsЗадание

Module Summary and Assessment

Module Summary: Advanced Solution DesignЧтениеGraded Quiz: Advanced Solution DesignЗаданиеSetting Your Advanced AI-Driven Solution Design and Multi-Step Prompt Engineering ExpectationsDIALOGUEGuiding a Colleague Through Multi-Step AI Problem SolvingDIALOGUE
02AI for Scalable, Secure, and Optimized Software Systems20 материалов

Using AI for API Design and Implementation

Introduction to AI-Driven API DesignВидеоReading: Benefits of Using AI for API DevelopmentPLUGINVideo: AI-Assisted API Documentation Automation and Endpoint GenerationВидеоPractice Quiz: Using AI for API Design and ImplementationЗадание

Streamlining Database Operations with AI

Overview of AI Applications in Database OperationsВидеоVideo: Automating Database Schema Creation with AI ToolsВидеоReading: Techniques for AI-Driven Database Performance AnalysisPLUGINPractice Quiz: Streamlining Database Operations with AIЗадание

AI-Assisted Security Enhancements

AI for Database and API SecurityВидеоReading: Identifying Vulnerabilities Using AI-Driven ToolsPLUGINVideo: AI Solutions for Data Privacy and ComplianceВидеоReading: Best Practices for Securing AI-Integrated SystemsPLUGINPractice Quiz: AI-Assisted Security EnhancementsЗадание

Performance and Scalability Optimization

Reading: Performance Bottlenecks in Database and API SystemsPLUGINAI-Assisted API and Database Performance OptimizationВидеоLab: Use AI to Optimize the Performance of a Provided APIPLUGINPractice Quiz: Performance and Scalability OptimizationЗадание

Module Summary and Assessment

Module Summary: AI for Scalable, Secure, and Optimized Software SystemsЧтениеGraded Quiz: AI for Scalable, Secure, and Optimized Software SystemsЗаданиеSetting Your AI-Driven API Design and Database Operations Foundations ExpectationsDIALOGUE
03AI-Assisted Full-Stack Integration16 материалов

Integrating AI Tools in Full-Stack Development

AI in Full-Stack IntegrationВидеоReading: Practical Applications of AI in Multi-Layer DevelopmentPLUGINReading: Common Challenges in Full-Stack Workflows and AI SolutionsPLUGINPractice Quiz: Integrating AI Tools in Full-Stack DevelopmentЗадание

Coordinating Multi-Layer Operations Using AI

How AI Coordinates Multi-Layer OperationsВидеоReading: AI-Driven Techniques for Aligning Database, Server, and Client-Side ProcessesPLUGINReading: Best Practices for Integrating AI in Full-Stack WorkflowsPLUGINPractice Quiz: Coordinating Multi-Layer Operations with AIЗадание

Debugging and Testing Multi-Layer Software with AI

Video: AI-Assisted Debugging for Complex Full-Stack SystemsВидеоReading: AI Tools for Debugging Full-Stack SoftwarePLUGINReading: Techniques for AI-Driven Testing Across Software LayersPLUGINLab: Apply AI tools to Debug SoftwarePLUGINPractice Quiz: Debugging and Testing Multi-Layer Software with AIЗадание

Module Summary and Assessment

Module Summary: AI-Assisted Full-Stack IntegrationЧтениеGraded Quiz: AI-Assisted Full-Stack IntegrationЗаданиеSetting Your AI-Driven Full-Stack Integration and Debugging Foundations ExpectationsDIALOGUE
04Building Team AI Workflows16 материалов

Collaborative Development with AI Tools

Introduction to AI in Team CollaborationВидеоReading: AI-Assisted Tools for Collaboration and Code ReviewsPLUGINLab: Use an AI Tool to Review Code in a Team SettingPLUGINPractice Quiz: Collaborative Development with AI ToolsЗадание

Optimizing Team Workflows with AI

Reading: Enhancing Workflow Efficiency with AI in Team EnvironmentsPLUGINVideo: AI-Assisted Task Automation and Workload ManagementВидеоReading: Optimizing Team Workflows with AI ToolsPLUGINLab: Use an AI Tool to Analyze and Optimize a Team WorkflowPLUGINPractice Quiz: Optimizing Team Workflows with AIЗадание

Overcoming Challenges in AI-Driven Team Environments

Video: Common Challenges in AI-Driven CollaborationВидеоReading: Strategies for Managing AI Adoption in TeamsPLUGINReading: Addressing Communication and Technical Hurdles with AIPLUGINPractice Quiz: Overcoming Challenges in AI-Driven Team EnvironmentsЗадание

Module Summary and Assessment

Module Summary: Building Team AI WorkflowsЧтениеGraded Quiz: Building Team AI WorkflowsЗаданиеSetting Your AI-Assisted Team Collaboration and Code Review Foundations ExpectationsDIALOGUE
05Course Quiz, Project, and Wrap-Up7 материалов

Final Project

Final Project: Document and Reflect on AI-Assisted Software Development WorkflowsPLUGINFinal Project: Submission and EvaluationВзаимная проверка

Course Wrap-Up and Glossary

Course SummaryВидеоReading: Glossary: Advanced GenAI Development PracticesPLUGINFinal Exam: Advanced GenAI Development PracticesЗаданиеReading: Congratulations and Next StepsЧтениеThanks from the Course TeamЧтение