Coursera

Building Smarter Software: GenAI Tools and Practices 专项课程

Coursera

Building Smarter Software: GenAI Tools and Practices 专项课程

Transform Development with GenAI Integration. Learn to integrate AI tools across software development roles for enhanced productivity.

Starweaver
Karlis Zars
Christopher Klaus

位教师:Starweaver

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4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Integrate GenAI tools into development workflows across front-end, back-end, mobile, and DevOps roles

  • Apply software development fundamentals including version control, debugging, and testing management

  • Implement responsible AI practices while maintaining code quality and human oversight in development processes

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授课语言:英语(English)

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  • 培养对关键概念的深入理解
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专业化 - 9门课程系列

GenAI for Back-End Web Developers

GenAI for Back-End Web Developers

第 1 门课程 2小时

您将学到什么

  • Identify the capabilities of GenAI for enhancing back-end development functions.

  • Explore real-world applications of GenAI in back-end development scenarios.

  • Deploy strategies and tactics to responsibly integrate GenAI into web development practices, while maintaining human oversight and accountability.

您将获得的技能

类别:Back-End Web Development
类别:Generative AI
类别:OpenAI API
类别:Databases
类别:API Design
类别:Responsible AI
类别:Application Programming Interface (API)
类别:Database Management
类别:Prompt Engineering
类别:Risk Management
类别:Performance Tuning
类别:Artificial Intelligence
GenAI for Front-End Developers

GenAI for Front-End Developers

第 2 门课程 2小时

您将学到什么

  • Identify the capabilities of GenAI for basic role-specific front-end development functions.

  • Examine real-world applications to leverage GenAI for streamlining work and fostering innovation in front-end development functions.

  • Deploy strategies & tactics to responsibly integrate GenAI into front-end development practices while maintaining human oversight and accountability.

您将获得的技能

类别:Generative AI
类别:Test Tools
类别:Frontend Performance
类别:Front-End Web Development
类别:User Interface and User Experience (UI/UX) Design
类别:Test Automation
类别:Frontend Integration
类别:Software Documentation
类别:Responsible AI
类别:Code Review
类别:UI/UX Strategy
类别:Data Ethics
类别:HTML and CSS
类别:Prompt Engineering

您将学到什么

  • Review the limitations of GenAI for Mobile App development.

  • Evaluate the results of GenAI for a real-world application in mobile app development functions.

  • Compare and contrast the risks, challenges, and ethical considerations of GenAI in the workplace for Mobile App development functions. 

您将获得的技能

类别:Generative AI
类别:Analysis
类别:Test Automation
类别:Automation
类别:Human Computer Interaction
类别:Performance Tuning
类别:Prompt Engineering
类别:User Interface (UI)
类别:Responsible AI
类别:Mobile Development
类别:API Testing
类别:Application Development

您将学到什么

您将获得的技能

类别:Authentications
类别:OpenAI API
类别:Prompt Engineering
类别:Application Programming Interface (API)
类别:Large Language Modeling
类别:API Design
类别:Performance Tuning
类别:Key Management
类别:ChatGPT
类别:Model Evaluation
类别:JSON
GenAI for DevOps Practitioners

GenAI for DevOps Practitioners

第 5 门课程 3小时

您将学到什么

  • Identify the capabilities of GenAI for basic role-specific DevOps functions.

  • Evaluate the results of GenAI for a real-world application in DevOps functions.

  • Compare and contrast the risks, challenges, and ethical considerations of GenAI in the workplace for DevOps functions in general.

您将获得的技能

类别:Generative AI
类别:Kubernetes
类别:Infrastructure as Code (IaC)
类别:DevOps
类别:CI/CD
类别:Innovation
类别:Productivity
类别:Responsible AI
类别:Prompt Engineering
类别:Devops Tools
类别:Software Documentation
类别:Terraform
类别:Data Ethics
类别:Automation
GenAI for Application Developers

GenAI for Application Developers

第 6 门课程 3小时

您将学到什么

  • Identify the capabilities of Gemini for Google Cloud (Duet AI) for application development functions.

  • Examine real-world applications to leverage GenAI for streamlining work and fostering innovation in application development.

  • Deploy strategies & tactics to responsibly integrate GenAI into application development practices while maintaining human oversight & accountability.

您将获得的技能

类别:Generative AI
类别:Prompt Engineering
类别:Debugging
类别:Google Cloud Platform
类别:Application Deployment
类别:Google Gemini
类别:Continuous Deployment
类别:Software Development Tools
类别:Code Review
类别:Application Development
类别:Responsible AI

您将学到什么

  • Identify the fundamentals of version control in software development.

  • Identify common bugs and apply effective debugging strategies.

  • Evaluate the principles of object-oriented programming and its implementation in code.

  • Recognize basic design patterns in object-oriented programming for more efficient software design.

您将获得的技能

类别:Version Control
类别:Debugging
类别:Git (Version Control System)
类别:Object Oriented Programming (OOP)
类别:Computer Programming
类别:Object Oriented Design
类别:Integrated Development Environments
类别:Software Development
类别:Programming Principles
类别:Command-Line Interface
类别:Software Design
类别:Software Engineering
类别:Software Design Patterns
Test Management in Software Testing

Test Management in Software Testing

第 8 门课程 4小时

您将学到什么

  • Define key concepts, benefits, and frameworks of test management in software testing.

  • Develop comprehensive test plans that align with project requirements.

  • Execute testing activities effectively while utilizing relevant tools and techniques.

您将获得的技能

类别:Risk Management Framework
类别:Test Planning
类别:Software Testing
类别:Software Documentation
类别:Software Quality Assurance
类别:User Acceptance Testing (UAT)
类别:Acceptance Testing
类别:Test Tools
类别:Quality Assurance
类别:Test Case
类别:Agile Methodology
类别:Test Execution Engine
类别:System Testing

您将学到什么

您将获得的技能

类别:GitLab
类别:Code Review
类别:Integrated Development Environments
类别:AI Workflows
类别:Computer Programming Tools
类别:Debugging
类别:Development Environment

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位教师

Starweaver
Coursera
548 门课程 996,451 名学生
Karlis Zars
33 门课程 57,444 名学生
Christopher Klaus
Coursera
16 门课程 13,041 名学生

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