コース概要
Introduction to AIASE
- Overview of AI in software engineering
- History and evolution of AIASE
- Key concepts and terminology
AI Technologies in Software Development
- Machine learning basics
- Natural language processing (NLP) for code
- Neural networks and deep learning models
Automating Software Development with AI
- AI tools for generating boilerplate code
- Automated code refactoring and optimization
- Functional and unit test code generation
- AI-assisted test case design and optimization
Enhancing Code Quality with AI
- AI for bug detection and code reviews
- Predictive analytics for software maintenance
- AI-powered static and dynamic analysis tools
- Automated debugging techniques
- AI-driven fault localization and repair
AI in DevOps and Continuous Integration/Continuous Deployment (CI/CD)
- AI for build optimization and deployment
- AI in monitoring and log analysis
- Predictive models for CI/CD pipelines
- AI-based test automation in CI/CD workflows
- AI for real-time error detection and resolution
AI for Documentation and Knowledge Management
- Automated generation of docstrings and documentation
- Knowledge extraction from codebases
- AI for code search and reuse
Ethical Considerations and Challenges
- Bias and fairness in AI tools
- Intellectual property and licensing issues
- Future of AI in software engineering
Hands-On Projects and Case Studies
- Working with popular AI tools in software engineering
- Case studies of AIASE in industry
- Capstone project: Developing an AI-augmented software application
Summary and Next Steps
要求
- An understanding of software development processes and methodologies
- Experience with programming in Python
- Basic knowledge of machine learning concepts
Audience
- Software developers
- Software engineers
- Technical leads and managers
お客様の声 (7)
新しい情報の取得。
Nada - Tamkeen Technologies
コース - API Testing with Postman
Machine Translated
指導方法
Negritu - OMNIASIG VIENNA INSURANCE GROUP S.A.
コース - SoapUI for API Testing
Machine Translated
私にとってはすべてが新しいことだったので、すべてが楽しかったですし、それが私の仕事に付加価値をもたらすことがわかりました。
Zareef - BMW South Africa
コース - Tosca: Model-Based Testing for Complex Systems
Machine Translated
実践的な練習、トレーナーのユーモア。遠くからでも見えない参加者のために良い雰囲気を作り出すことに成功したオーガスティンに心から感謝します。これにより、楽しくて興味深いトレーニングが可能になります。
Jean-Noël - Cegid
コース - TestComplete
Machine Translated
実践的な例に基づいた、トピックに対する非常に優れたアプローチ
Tomasz - Biuro Rachunkowe Magda Sp. z o.o.
コース - Automate Windows Desktop Applications with AutoIt
Machine Translated
To get acquainted with the screenplay pattern and learn why this is better dan the old pattern.
Peter Moors
コース - Serenity BDD for Automated Acceptance Tests
トレーナーはフレンドリーで話し上手だった。何を話しているのかわかっているのがわかる。
Tom - Leeds Building Society
コース - SpecFlow: Implementing BDD for .NET
Machine Translated