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GenAI-Assisted Development and Code Quality · LearnSpace
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GenAI-Assisted Development and Code Quality

Курс от SkillUp
Средний≈ 15.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course teaches developers how to use generative AI tools to enhance software workflows, optimize code quality, and streamline debugging and testing processes. Building on foundational coding and AI concepts, you'll learn to use generative AI as both a troubleshooting aid and a quality assurance assistant. The course emphasizes real-world applications, guiding you through tasks such as test case generation, debugging, code translation, and refactoring using generative AI tools. You'll gain insights into AI-assisted testing, debugging, and code migration while maintaining industry-standard quality and security benchmarks. By the end of the course, you’ll be equipped to apply AI-powered solutions to optimize your development processes and enhance code quality.

Навыки, которые вы освоите

Software ArchitectureAI IntegrationsAI WorkflowsVersion ControlJava ProgrammingCode ReviewPython ProgrammingSoftware Design

Программа курса

5 модулей · 88 учебных материалов

01 Designing and Developing Code with AI 22 материалов

Welcome to the Course

Welcome to AI-Assisted Code Quality and DevelopmentВидеоCourse OverviewЧтениеHow to Make the Most of This CourseЧтениеReading: Helpful Tools and ResourcesPLUGIN

AI for Software Architecture and Design Decisions

Учитесь у экспертов

Kasie Pardi

Преподаватель курса

Paul Pardi

Преподаватель курса

SkillUp

Преподаватель курса

GenAI-Assisted Development and Code Quality
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 15.6 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Introduction to AI in Software ArchitectureВидео
Using AI Tools for Software Design and ArchitectureВидео
Reading: Best Practices for AI-Assisted System DesignPLUGIN
Practice Quiz: AI for Software Architecture & Design DecisionsЗадание

AI-Powered Code Generation and Scaffolding

AI for Full-Stack Code GenerationВидеоReading: Application Layers and AI-Generated CodePLUGIN AI Generating Code Across Application Layers ВидеоReading: Best Practices for AI-Assisted Full-Stack DevelopmentPLUGINPractice Quiz: AI-Powered Code Generation and ScaffoldingЗадание

AI for Automating Repetitive Coding Tasks

How AI Automates Development TasksВидео Automating a Repetitive Task with AIВидеоReading: Best Practices for AI-Driven Code AutomationPLUGINLab: Use AI to Add Key-Value Pairs to Repeated JSON ObjectsPLUGINPractice Quiz: AI for Automating Repetitive Coding TasksЗадание

Module Summary and Assessment

Module Summary: Designing and Developing Code with AIЧтениеGraded Quiz: Designing and Developing Code with AIЗаданиеSetting Your AI-Assisted Code Quality and Software Development Foundations ExpectationsDIALOGUEDebugging with a Colleague: AI-Assisted Full-Stack DevelopmentDIALOGUE
02 Debugging and Problem Solving with AI23 материалов

Fundamentals of AI-Assisted Debugging and Problem-Solving

Introduction to Using AI to Assist with Debugging and Problem SolvingВидеоHow AI Tools Detect and Address Bugs ВидеоReading: AI-Driven Strategies for Improving Code EfficiencyPLUGINPractice Quiz: Fundamentals of AI-Assisted Debugging and Problem-SolvingЗадание

Root Cause Analysis with AI Tools

AI Techniques for Root Cause AnalysisВидеоReading: Common Root Cause Issues in Software DevelopmentPLUGINStrategies for Using Generative AI to Enable Effective Root Cause Analysis ВидеоLab: Use Generative AI to Analyze the Root Cause of a Software Issue PLUGINPractice Quiz: Root Cause Analysis with AI ToolsЗадание

AI for Complex Problem-Solving in Development

Reading: Using Generative AI to help Solve Complex Development ChallengesPLUGINTechniques for Using Generative AI to Solve Complex Development IssuesВидеоReading: Case Study with Examples for Debugging Performance, Scalability, and Architectural Issues PLUGINLab: Using AI to Propose Solutions for a Complex Development Issue PLUGINPractice Quiz: AI for Complex Problem-Solving in DevelopmentЗадание

AI for Code Maintainability

What Is Code Maintainability?ВидеоHow to Use Generative AI to Reduce Technical Debt and Enhance Code StructureВидеоReading: Using AI to Refactor Legacy CodebasesPLUGINLab: Using Generative AI to Enhance the Structure of a Python File PLUGINPractice Quiz: AI for Code MaintainabilityЗадание

Summary and Assessment

Module Summary: Debugging and Problem-Solving with AIЧтениеGraded Quiz: Debugging and Problem-Solving with AIЗаданиеReflect on How AI Tools Can Streamline Debugging and Enhance Problem-Solving in Your Development WorkflowsОбсуждениеSetting Your AI-Assisted Debugging and Problem-Solving Foundations ExpectationsDIALOGUE
03Testing and Refactoring with AI18 материалов

Introduction to AI-Powered Testing

What Is AI-Powered Testing? ВидеоReading: Benefits of Using AI in Software TestingPLUGINReading: Key Use Cases for AI in Testing WorkflowsPLUGINReading: Case Study with Examples on Using Generative AI to Help With Common Challenges with Code Quality PLUGINPractice Quiz: Introduction to AI-Powered TestingЗадание

Automating Test Case Generation with AI

How to Use Generative AI to Generate Test CasesВидеоReading: Best Practices when Using Generative AI to Create Automated Test CasesPLUGINStep by Step Process for Using Generative AI Tools in Testing ВидеоReading: Techniques for Using Generative AI When Measuring and Enhancing Test Coverage PLUGINLab: Using Generative AI to Generate Test CasesPLUGINPractice Quiz: Automating Test Case Generation with AI Задание

AI Tools for Test Analysis and Quality Assurance

Using Generative AI to Analyze Test Results and Identify PatternsВидеоReading: How AI Helps Identify Gaps in Test Coverage and Suggests Improvements PLUGINLab: Use an AI Tool to Analyze Test Coverage Reports and Generate Missing Test Cases PLUGINPractice Quiz: AI Tools for Test Analysis and Quality Assurance Задание

Summary and Assessment

Module Summary: Testing and Refactoring with AIЧтениеGraded Quiz: Testing and Refactoring with AIЗаданиеSetting Your AI-Powered Testing and Test Case Generation Foundations ExpectationsDIALOGUE
04Translating and Migrating Code with AI18 материалов

AI-Driven Code Translation

Introduction to AI-Assisted Code Translation and MigrationВидеоReading: Benefits and Challenges of AI-Powered Code TranslationPLUGINUsing Generative AI Tools to Translate Code Between LanguagesВидеоReading: Best Practices for Large-Scale Codebase Translations with AIPLUGINLab: Using Generative AI to Translate JavaScript to PythonPLUGINPractice Quiz: AI-Driven Code TranslationЗадание

Managing Compatibility and Dependency Issues

Using Generative AI to Identify Compatibility and Dependency Between Code LanguagesВидеоReading: Common Multi-Language Project Issues and AI SolutionsPLUGIN AI Techniques for Resolving Dependency Conflicts ВидеоLab: Use AI to Identify Compatibility and Dependency Challenges PLUGINPractice Quiz: Managing Compatibility and Dependency IssuesЗадание

Migrating Legacy Systems with AI

Using Generative AI to Support Legacy Code ModernizationВидеоReading: Strategies for Migrating Legacy Systems Using Generative AI PLUGINReading: Case Study with Examples of a Company Overcoming Challenges in Legacy System Migration by Using Generative AIPLUGINPractice Quiz: Migrating Legacy Systems with AIЗадание

Summary and Assessment

Module Summary: Translating and Migrating Code with AIЧтениеGraded Quiz: Translating and Migrating Code with AIЗаданиеSetting Your AI-Driven Code Translation and Migration Foundations ExpectationsDIALOGUE
05Course Quiz, Project, and Wrap-Up7 материалов

Final Project

Final Project: Using Generative AI Tools to Debug and Fix Software BugsPLUGINFinal Project: Submission and EvaluationВзаимная проверка

Course Wrap-Up and Glossary

Course Summary ВидеоGlossary: GenAI-Assisted Development and Code QualityPLUGINGraded Quiz: GenAI-Assisted Development and Code QualityЗаданиеCongratulations and Next StepsЧтениеThanks from the Course TeamЧтение