How can generative AI be used in software development?

Generative AI can assist in code completion, automate script generation, translate code between languages, suggest refactoring, and perform code reviews—boosting developer productivity and reducing errors.

Can generative AI write code?

Yes, generative AI tools like GitHub Copilot, Amazon CodeWhisperer, and ChatGPT can generate functional code snippets, scripts, or even complete application structures based on natural language prompts.

Which generative AI tool is best for coding?

Popular tools include GitHub Copilot, Amazon CodeWhisperer, and Replit Ghostwriter. The best choice depends on your development environment and use case.

Is generative AI a good career?

Yes, generative AI is a rapidly growing field with high demand across industries. Careers in AI development, prompt engineering, and AI tooling offer strong salaries and future growth.

Which programming language is used in generative AI?

Python is the most widely used language in generative AI due to its vast libraries like TensorFlow, PyTorch, and Transformers, making it ideal for building and integrating AI models.

When will I have access to the lectures and assignments?

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

What will I get if I subscribe to this Specialization?

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Is financial aid available?

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Generative AI Course in Software Building

Generative AI Course in Software Building

本课程是 Generative AI in Software Engineering Certification 专项课程的一部分

位教师：Priyanka Mehta

包含在中

了解更多

3个模块

深入了解一个主题并学习基础知识。

初级等级

推荐体验

6 小时完成

灵活的计划

自行安排学习进度

3个模块

深入了解一个主题并学习基础知识。

初级等级

推荐体验

6 小时完成

灵活的计划

自行安排学习进度

您将学到什么

Generate and complete code using AI tools like Amazon CodeWhisperer
Build application structures and automate development workflows
Translate and refactor code across programming languages with AI
Enhance code quality through automated reviews and optimization techniques

您将获得的技能

您将学习的工具

要了解的详细信息

可分享的证书

添加到您的领英档案

作业

10 项作业

授课语言：英语（English）

91% of learners achieved a positive career outcome

了解顶级公司的员工如何掌握热门技能

了解关于 Coursera for Business 的更多信息

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 Generative AI in Software Engineering Certification 专项课程专项课程的一部分

在注册此课程时，您还会同时注册此专项课程。

向行业专家学习新概念
获得对主题或工具的基础理解
通过实践项目培养工作相关技能
获得可共享的职业证书

该课程共有3个模块

This Generative AI for Software Development course offers a comprehensive introduction to AI-powered tools that enhance coding, application development, and code quality. Begin by learning how Generative AI supports code completion and generation with tools like Amazon CodeWhisperer—build scripts, functions, and class structures through hands-on demos. Progress to using AI in application development and code translation—auto-generate app architectures and translate code across programming languages to streamline workflows. Conclude with AI-driven code refactoring and review—optimize code, reduce technical debt, and automate quality checks using tools like Amazon Q and CodeWhisperer.

To be successful in this course, you should have a basic understanding of programming concepts and experience with at least one programming language. By the end of this course, you’ll be able to: - Use Generative AI tools for code completion and generation - Build app structures and translate code using AI - Refactor and optimize code with AI-powered assistants - Automate code review and improve software quality at scale Ideal for developers, software engineers, and tech professionals.

单元详情

Explore how Generative AI is transforming software development in this hands-on module. Learn the fundamentals of AI-powered code assistance, including tools for code completion and generation. Understand their benefits, limitations, and real-world use cases. Gain practical experience through demos using platforms like Amazon CodeWhisperer to build functions, scripts, and class structures with AI-driven automation.

涵盖的内容

15个视频1篇阅读材料4个作业

15个视频总计72分钟

Learning Objectives1分钟
Introduction to Generative AI in Software Building1分钟
AI-Powered Code Assistance5分钟
Limitations of Using AI-Powered Code Assistance5分钟
Popular AI-powered Code Assistance Tools3分钟
AI-Powered Code Assistance: Code Completion3分钟
Real-World Applications of Code Completion1分钟
Benefits of Code Completion1分钟
Demo: Building Code Snippets with AI21分钟
AI-Powered Code Assistance: Code Generation3分钟
Real-World Applications of Gen AI in Code Generation5分钟
Benefits of AI-Powered Code Generation3分钟
Demo: Generating Mathematical Functions Using Amazon Code Whisperer12分钟
Demo: Build a Script that Takes User Input and Generates a Function4分钟
Demo: Use AI Model to Generate a Class Structure5分钟

1篇阅读材料总计10分钟

Course Syllabus 10分钟

4个作业总计85分钟

Assessment for Introduction to Generative AI for Code Assistance and Generation40分钟
Quiz on Generative AI in Software Building15分钟
Quiz on AI-Powered Code Assistance: Code Completion15分钟
Quiz on AI-Powered Code Assistance: Code Generation15分钟

Discover how Generative AI enhances application development and code translation in this module. Learn to use AI tools to generate application structures and streamline development workflows. Explore how AI models support multilingual code translation and simplify legacy code updates. Get hands-on with demos that showcase real-world application building and translating code between programming languages.

涵盖的内容

6个视频3个作业

6个视频总计37分钟

AI-Powered Code Assistance: Application Development5分钟
Real World Applications2分钟
Demo: Use a Pretrained AI Model to Generate an Application Structure4分钟
How AI Helps in Code Translation?7分钟
Types of Code Translation Models4分钟
Demo: Use Generative AI to Translate the Code between Two Languages15分钟

3个作业总计70分钟

Assessment for AI in Application Development and Code Translation40分钟
Quiz on AI-Powered Code Assistance: Application Development15分钟
Quiz on AI-Powered Code Assistance: Code Translation15分钟

Enhance code quality with Generative AI in this module focused on AI-powered code refactoring and review. Learn how AI tools simplify code optimization, reduce technical debt, and improve readability. Explore automated code review processes and the benefits of tools like Amazon Q and CodeWhisperer. Gain hands-on experience through demos that show AI in action improving code structure and performance.