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Generative AI Tools for Modern Software Engineering · LearnSpace
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Generative AI Tools for Modern Software Engineering

Курс от Edureka
Средний≈ 12.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This program offers a structured journey into the transformative world of AI-powered code understanding, quality assurance, and intelligent development workflows. Designed for developers, software engineers, and technical leads, this course empowers you to leverage cutting-edge AI tools for efficient code navigation, review, debugging, security, and optimization. By the end of this program, you will be able to: - Analyze and explore large codebases quickly with AI tools for faster understanding and onboarding. - Review and evaluate code automatically to ensure high-quality, reliable, and maintainable software. - Create, refactor, and debug code efficiently using intelligent AI-powered assistants. - Secure applications by detecting vulnerabilities, managing dependencies, and enhancing code safety. - Optimize and improve performance with AI-driven profiling, tuning, and resource management tools. This program is ideal for software engineers, AI professionals, and tech leads aiming to enhance their coding workflows with AI. A foundational understanding of programming concepts, version control, and basic software development practices is recommended. Join us to unlock the power of AI in software engineering and transform the way you navigate, build, and maintain code.

Навыки, которые вы освоите

AI SecurityDebuggingSoftware Development ToolsPerformance TuningCode ReviewApplication SecurityAI WorkflowsArtificial IntelligenceAI PersonalizationSoftware Technical ReviewArtificial Intelligence and Machine Learning (AI/ML)Prompt EngineeringSoftware Development Life CycleAnalysisSoftware DevelopmentIntegrated Development EnvironmentsGenerative AISoftware EngineeringCollaborative SoftwareAutomation

Программа курса

4 модулей · 82 учебных материалов

01AI for Code Understanding and Quality29 материалов

Code Navigation and Understanding with AI

Specialization IntroductionВидеоCourse IntroductionВидеоCourse OverviewЧтениеWhat Do You Already Know about AI for Code Understanding and Quality?DIALOGUE

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Edureka

Преподаватель курса

Generative AI Tools for Modern Software Engineering
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 12.1 ч

4 модулей

Язык: Английский

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

Часть программы вашего университета
Introduction to Code Navigation with AI: The Big PictureВидео
Deep Dive with Cursor AI: Context-Aware ExplorationВидео
Demonstration: Cursor AI Installation and WorkingВидео
Demonstration: Building Interactive UI with Cursor AIВидео
Foundations of AI-Assisted Code ComprehensionЧтение
Code Visualization with CodeSeeВидео
Code Navigation with SourcegraphВидео
Rewind.ai for Code Tracing and Understanding HistoryВидео
Best Practices for Code Search and Query DesignЧтение
Introduce YourselfОбсуждение
Practice Quiz: Code Navigation and Understanding with AIЗадание

Code Review and Quality Improvement with AI

AI-Powered Code Review: Introduction to QodoВидеоPrinciples of Automated Code Review in AI SystemsЧтениеAutomated Testing Using QodoВидеоQodo: Code Review WorkflowВидеоDemonstration: Getting Started with Qudo GenВидеоDemonstration: Qodo Gen Chat with WeatherApp CodeВидеоCode Review with CodepeerВидеоSnyk for Static Analysis Detecting Issues EarlyВидеоCodeRabbit - Speed Up Code Reviews & Minimize BugsВидеоFrom Static Analysis to Smart AutomationОбсуждениеPractice Quiz: Code Review and Quality Improvement with AIЗадание

Module Wrap-Up and Assessment

Module 1 Checkpoint: Assessing Your Understanding of AI for Code Navigation and QualityDIALOGUEModule Summary: AI for Code Understanding and QualityЧтениеKnowledge Check: AI for Code Understanding and QualityЗадание
02AI-Powered Code Creation and Debugging21 материалов

Code Generation and Assistance with AI

Codeium: Revolutionizing Code Creation with AIВидеоStatic Analysis Vs. Dynamic Testing: A Comparative StudyЧтениеDemonstration: Getting Started with Windsurf in VS CodeВидеоCrafting Better Code: The SONAR MethodВидеоRefact AI for Smarter Code OptimizationВидеоDemonstration: Refact AI Setup and FeaturesВидеоExploring Trae: The Adaptive AI IDEВидеоDemonstration: Getting Started with Trae AI BuilderВидеоSmarter Development with AI AssistanceОбсуждениеPractice Quiz: Code Generation and Assistance with AIЗадание

AI-Driven Debugging and Problem Solving

Introduction to AI-Assisted Debugging: The ApproachВидеоIdentifying and Resolving ErrorsВидеоEthics and Reliability in AI-Generated CodeЧтениеReplit Code DebuggingВидеоDemonstration: Creating and Debugging Apps with AIВидеоCursor for Debugging: Stepping Through CodeВидео

Module Wrap-Up and Assessment

Module 2 Checkpoint: Assessing Your Understanding of AI-Powered Code Creation and DebuggingDIALOGUEModule Summary: AI-Powered Code Creation and DebuggingЧтениеKnowledge Check: AI-Powered Code Creation and DebuggingЗадание
03AI for Secure, Optimized, and Collaborative Development28 материалов

AI for Security and Dependency Management

Introduction to AI and Security: Why It's ImportantВидеоDependency Scanning with Snyk: Finding VulnerabilitiesВидеоDemonstration: Snyk Installation and WorkingВидеоSecure Coding Practices Enhanced by AIЧтениеDetecting Code Vulnerabilities with DeepSourceВидеоCustomizing Static Analysis with DeepSourceВидеоAI Tools for Security Awareness Training and Best PracticesВидеоBuilding a Security-First Mindset with AI AssistanceОбсуждениеPractice Quiz: AI for Security and Dependency ManagementЗадание

Performance Optimization and Resource Management with AI

Codacy AI for Code Performance and OptimizationВидеоAI-Powered Code Profiling with CodacyВидеоAI-Driven Profiling Techniques for High-Performance CodeЧтениеPerformance Tuning with CodeAnt: Code ImprovementВидеоDevelopment Tracking with MinwareВидеоSmarter Resource Allocation with AIОбсуждение

AI for Automation and Team Collaboration

Grit.io: Your Automated Maintenance PartnerВидеоMabl Integrating AI into Test AutomationВидеоDemonstration: Automated Test Creation Using MablВидеоWorkflow Automation in Software Teams: AI's Role in CI/CDЧтениеResource Planning with MinwareВидеоKatalon Smart Testing StrategiesВидео

Module Wrap-Up and Assessment

Module 3 Checkpoint: Assessing Your Understanding of AI for Secure, Optimized, and Collaborative DevelopmentDIALOGUEModule Summary: AI for Secure, Optimized, and Collaborative DevelopmentЧтениеKnowledge Check: AI for Secure, Optimized, and Collaborative DevelopmentЗадание
04Course Wrap-Up and Assessment4 материалов

Course Wrap-Up and Assessment

End Course Knowledge Check: Generative AI Tools for Modern Software EngineeringЗаданиеDesigning an AI-Powered Secure Code Management and Optimization SystemЗаданиеCourse SummaryВидеоDescribe Your Learning JourneyОбсуждение
Enhancing Accuracy or Creating New Risks?Обсуждение
Practice Quiz: AI-Driven Debugging and Problem SolvingЗадание
Practice Quiz: Performance Optimization and Resource Management with AIЗадание
AI-Augmented Collaboration: Best Practices for Engineering TeamsЧтение
Balancing Automation and Human OversightОбсуждение
Practice Quiz: AI for Automation and Team CollaborationЗадание