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Generative AI Coding Assistants for Developers · LearnSpace
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Generative AI Coding Assistants for Developers

Курс от Edureka
Средний≈ 14.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This program offers a detailed exploration of AI-powered software development, guiding participants through the latest advancements and practical applications of intelligent coding tools. Tailored for developers, software engineers, and technical leads, it provides the skills to effectively integrate AI coding assistants such as GitHub Copilot, Tabnine, and Amazon Q into real-world projects. You’ll begin by mastering GitHub Copilot, exploring how to supercharge coding with intelligent code suggestions, debugging support, documentation, and collaborative workflows. From personalized completions to advanced integrations in CI/CD pipelines, you’ll gain hands-on expertise in applying Copilot effectively across individual and team development. Next, you’ll dive into Tabnine AI, unlocking context-aware completions, inline actions, and AI-powered chat to boost productivity. You’ll learn how to review, refactor, and document code with AI, while also addressing security and ethical considerations in modern development. Tabnine’s integrations and maintenance capabilities will help you streamline large-scale projects with confidence. The program concludes with Amazon Q for Developers, Amazon’s powerful AI assistant for coding and cloud-based development. You’ll explore setup, configuration, and practical usage of commands like /transform and /dev to generate, refactor, and test code. By comparing Amazon Q with Copilot and Tabnine, you’ll understand their strengths and trade-offs, empowering you to select the right AI tool for diverse workflows. By the end of this program, you will be able to: - Accelerate development with GitHub Copilot for intelligent suggestions, debugging, reviews, and DevOps automation. - Boost productivity with Tabnine AI for context-aware completions, code review, documentation, and secure coding practices. - Harness Amazon Q Developer for inline suggestions, code transformation, testing, and AWS integration. - Collaborate effectively in multi-developer projects using AI to enhance pull requests, code reviews, and pair programming. - Apply AI responsibly to build secure, scalable, and maintainable software across the entire development lifecycle. This program is ideal for software engineers, DevOps professionals, and technical leads aiming to integrate AI seamlessly into their coding workflows. A foundational understanding of programming concepts, version control, and software development best practices is recommended. Join us to unlock the power of AI in software engineering and transform the way you code, collaborate, and innovate.

Навыки, которые вы освоите

GitHub CopilotAI PersonalizationAI IntegrationsCode ReviewCollaborative SoftwareAI WorkflowsAI SecurityGenerative AI AgentsResponsible AIMaintainabilityDevOpsArtificial Intelligence and Machine Learning (AI/ML)Integrated Development EnvironmentsSoftware ArchitectureSoftware Development ToolsSoftware DevelopmentSoftware DocumentationSoftware EngineeringGenerative AIDevops Tools

Программа курса

4 модулей · 98 учебных материалов

01GitHub Copilot for Software Developers39 материалов

Getting Started with GitHub Copilot

Specialization IntroductionВидеоCourse IntroductionВидеоCourse OverviewЧтениеWhat Do You Already Know about AI Coding Assistants?DIALOGUE

Учитесь у экспертов

Edureka

Преподаватель курса

Generative AI Coding Assistants for Developers
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Обучение на Coursera

≈ 14.4 ч

4 модулей

Язык: Английский

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

Часть программы вашего университета
Introduction to GitHub CopilotВидео
Basic Code Suggestion & Completion in CopilotВидео
Demonstration: Blog Platform for Software DevelopersВидео
The Rise of AI in Software DevelopmentЧтение
Supercharging Your Coding with Copilot ChatВидео
Demonstration: Expense Tracker ApplicationВидео
Semantic Indexing and Finding Matching CodeВидео
Best Practices for AI-Assisted Code SuggestionsЧтение
Introduce YourselfОбсуждение
Practice Quiz: Getting Started with GitHub CopilotЗадание

Advanced Copilot Techniques & Code Quality

Copilot for Debugging and Error ResolutionВидеоEnhancing Code with Refactoring and Feature SuggestionsВидеоCopilot for Documenting & Testing Your CodeВидеоCopilot for Code Review: Streamlining Code ReviewsВидеоDebugging in the Age of AI: Human + Machine SynergyЧтениеPrompt: AI vs Human in DebuggingОбсуждениеPractice Quiz: Advanced Copilot Techniques & Code QualityЗадание

Copilot in Team Environments and Collaborative Development

Copilot with Team Coding Standards and WorkflowsВидеоBest Practices for Collaborative Coding with CopilotВидеоCopilot for Pull Requests: Enhancing CollaborationВидеоManaging Copilot Usage in Multi-Developer ProjectsВидеоAI Pair Programming: A New Era of CollaborationЧтениеCopilot in Team CollaborationОбсуждениеPractice Quiz: Copilot in Team Environments and Collaborative DevelopmentЗадание

Advanced Copilot Customization & Management

Automating Development with GitHub Copilot Coding AgentВидеоCopilot in CI/CD PipelinesВидеоFrom Suggestions to CI/CD: Bridging AI Coding Tools with DevOpsЧтениеOptimizing Copilot’s Impact on Developer WorkflowВидеоPrompt Engineering with GitHub CopilotВидеоDemonstration: Copilot Agent Mode in ActionВидеоWriting Better Prompts for Better CodeОбсуждениеPractice Quiz: Advanced Copilot Customization & ManagementЗадание

Module Wrap-Up and Assessment

Module 1 Checkpoint: Assessing Your Understanding of GitHub CopilotDIALOGUEModule Summary: GitHub Copilot for Software DevelopersЧтениеKnowledge Check: GitHub Copilot for Software DevelopersЗадание
02Tabnine AI for Software Developers30 материалов

Introduction to Tabnine AI and Setup

Tabnine and its Role in Code Development ВидеоDemonstration: Step-by-Step Guide on Installing and Configuring TabnineВидеоDeep Dive into the Components of TabnineВидеоPersonalized AI Coding with TabnineВидеоDemonstration: Context-Aware Coding with TabnineВидеоCode Security in the Era of AI AssistanceЧтениеUnderstanding Tabnine Under the HoodОбсуждениеPractice Quiz: Introduction to Tabnine AI and SetupЗадание

Tabnine Integration and Practical Coding

Maximizing Productivity with Tabnine Code CompletionsВидеоDemonstration: Getting the Most from Tabnine Code CompletionsВидеоAI-Powered Chat for Smarter DevelopmentВидеоThe Ethics of AI Code GenerationЧтениеDemonstration: Supercharging Your Workflow with Inline ActionsВидеоEvaluating Inline Actions in PracticeОбсуждение

Leveraging Tabnine for Efficient Development

Planning and Building with TabnineВидеоSmarter Testing with TabnineВидеоReview and Fix Code with TabnineВидеоDocument, Explain, and Refactor with TabnineВидеоThe Future of AI-Driven DocumentationЧтениеRethinking Documentation with AIОбсуждение

Streamlining Software Maintenance with Tabnine

Tabnine AI Agents for Atlassian JiraВидеоEmpowering Development Teams with TabnineВидеоThe Future of Tabnine - Roadmap and BeyondВидеоScaling AI Support Across TeamsОбсуждениеPractice Quiz: Streamlining Software Maintenance with TabnineЗадание

Module Wrap-Up and Assessment

Module 2 Checkpoint: Assessing Your Understanding of Tabnine AIDIALOGUEModule Summary: Tabnine AI for Software DevelopersЧтениеKnowledge Check: Tabnine AI for Software DevelopersЗадание
03Mastering Amazon Q for Developers24 материалов

Introduction to Amazon Q Developer & Core Functionality

What is Amazon Q Developer?ВидеоChatting with Amazon Q: Basic Interaction and AWS SupportВидеоAmazon Q Essentials: Plugins, Code Conversion and Detector LibraryВидеоDemonstration: Step-by-Step S3 Bucket Setup with Amazon Q AssistanceВидеоEffectiveness of Conversational AI in DevelopmentОбсуждениеPractice Quiz: Introduction to Amazon Q Developer & Core FunctionalityЗадание

Amazon Q for Coding: Streamlining Development

Generating Inline Code Suggestions with Amazon QВидеоTransforming Code with Amazon Q’s /transform CommandВидеоDeveloping New Features Using the /dev commandВидеоCode Quality with Amazon Q: Unit Tests, Reviews and DocumentationВидеоAI Assistants in Large Teams: Scaling CollaborationЧтениеDemonstartion: Seamless Data Exploration in Redshift Using Amazon QВидео

Advanced Usage & Integration of Amazon Q

Getting Started and Troubleshooting with Amazon Q CLIВидеоCross-Platform Development and Debugging with Amazon QВидеоCode Transformation and Secure Development with Amazon QВидеоComparing GitHub Copilot, Tabnine, and Amazon Q: Strengths and TradeoffsЧтениеDemonstartion: Serverless Event Notifications with S3, Lambda, and SNSВидеоVersatility of Amazon Q in Diverse EnvironmentsОбсуждение

Module Wrap-Up and Assessment

Module 3 Checkpoint: Assessing Your Understanding of Amazon QDIALOGUEModule Summary: Mastering Amazon Q for DevelopersЧтениеKnowledge Check: Mastering Amazon Q for DevelopersЗадание
04Course Wrap-Up and Assessment5 материалов

Course Wrap-Up and Assessment

Practice Project: BugTracker Pro - Real-World Development ChallengeЧтениеEnd Course Knowledge Check: Generative AI Coding Assistants for DevelopersЗаданиеDesigning an AI-Powered Software Development Workflow with Copilot, Tabnine, and Amazon QЗаданиеCourse Summary: Generative AI Coding Assistants for DevelopersВидеоDescribe Your Learning JourneyОбсуждение
Practice Quiz: Tabnine Integration and Practical CodingЗадание
Practice Quiz: Leveraging Tabnine for Efficient DevelopmentЗадание
Code Transformation CapabilitiesОбсуждение
Practice Quiz: Amazon Q for Coding: Streamlining DevelopmentЗадание
Practice Quiz: Advanced Usage & Integration of Amazon QЗадание