AI for Vibe Coding

AI for Vibe Coding

位教师：AI CERTs Team

访问权限由 New York State Department of Labor 提供

6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

2 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

6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

2 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

Build AI-Assisted Coding Basics: Learn core coding concepts and how AI tools generate, explain, and optimize code.
Code Faster with AI Tools: Use GitHub Copilot, Codex, Hugging Face, and VS Code to write, debug, and improve code efficiently.
Create Real Projects with AI: Build apps using prompts, automate workflows, test code, and develop hands-on projects end-to-end.
Apply Ethical, Smart AI Coding: Follow safe coding practices, understand AI limits, and use responsible, transparent development methods.

您将获得的技能

OpenAI API
Computer Programming
Generative AI
LangChain
Debugging
Artificial Intelligence and Machine Learning (AI/ML)
Application Development
No-Code Development
Prompt Engineering
Generative AI Agents
Programming Principles
Vibe coding
Responsible AI
AI Enablement
Artificial Intelligence
AI Product Strategy
技能部分已折叠。显示 9 项技能，共 16 项。

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

6 项作业

授课语言：英语（English）

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

该课程共有6个模块

AI+ Vibe Coder™ is a beginner-friendly program designed to introduce learners to the future of coding - where AI accelerates creativity, boosts productivity, and transforms how software is built. This course blends foundational programming concepts with intuitive AI tools, allowing learners to generate code, debug faster, and build functional applications using natural-language prompts.

Through hands-on projects and guided practice, learners explore AI-assisted development using tools like GitHub Copilot, OpenAI Codex, TensorFlow, PyTorch, LangChain, FastAPI, Streamlit, and essential Python libraries. The program emphasizes practical coding fluency, ethical AI development, and real-world application building. With ~4 hours of self-paced learning, quizzes, resources, this course provides a structured path to mastering AI-powered development. Whether you're a student, career switcher, tech enthusiast, or beginner programmer, AI+ Vibe Coder™ equips you with in-demand skills to build smarter, faster, and more innovative digital experiences - no prior coding experience required.

This module covers a quick summary of what the certification is going to cover from start to finish. Here is the brief about the structure of the overall certification: Each of our certifications follows a consistent, multimodal structure to provide a flexible learning experience. The content is available across four formats: eBooks: In-depth written material for focused learning. Audiobooks: Audio version of the eBook, perfect for learning on the go. Podcasts: Engaging audio content to reinforce key concepts. Videos: Modular video chunks, each covering a specific topic. The names of the eBooks, Audiobooks, and Podcasts are the same, ensuring you can seamlessly switch between formats without losing track of the content. Videos are divided into bite-sized modules for easier consumption, and all content across these mediums is consistent, so no matter which format you choose, the information remains the same. This gives you the freedom to learn in the way that works best for you.

涵盖的内容

10个视频1篇阅读材料1个作业2个插件

10个视频总计145分钟

Audiobook AI for Vibe Coding Introduction 5分钟
Course Introduction 4分钟
Audiobook Module 1: Introduction to Vibe Coding & AI Tools 69分钟
Podcast Module 1: Introduction to Vibe Coding & AI Tools 32分钟
1.1 Vibe Coding: Definition and Working 4分钟
1.2 How to Use the Generated Code and Vibe Coding for Rapid Prototyping in a Start-Up 5分钟
1.3 Evolution of AI in Software Development – Low Code vs No Code vs Vibe Coding 7分钟
1.4 Overview of Common AI Coding Tools by Functionality 6分钟
1.5 SDLC for a Vibe Coding Product 6分钟
1.6 Case Studies – AI-Powered Vibe Coding Applications 8分钟

1篇阅读材料总计10分钟

Hands On 1 10分钟

1个作业总计30分钟

Quiz 1 30分钟

2个插件总计30分钟

ebook: Module 1: Introduction to Vibe Coding & AI Tools 15分钟
ACTIVITY: Tab 15分钟

涵盖的内容

7个视频1篇阅读材料1个作业2个插件

7个视频总计85分钟

Audiobook Module 2: Prompting for Code - Basics & Best Practices 25分钟
Podcast Module 2: Prompting for Code - Basics & Best Practices 33分钟
2.1 Key Components and Importance of a Good Prompt 7分钟
2.2 Understanding Prompt Types – Instructive, Descriptive, and Iterative 4分钟
2.3 Understanding Prompting Patterns – Zero-Shot, Few-Shot, and Chain-of-Thought 7分钟
2.4 Practical Use-Cases of Prompt Refinement and Optimization 5分钟
2.5 Assignment (Task) for Self-learning 4分钟

1篇阅读材料总计10分钟

Hands On 2 10分钟

1个作业总计30分钟

Quiz 2 30分钟

2个插件总计30分钟

ebook: Module 2: Prompting for Code - Basics & Best Practices 15分钟
ACTIVITY: Accordion 15分钟

涵盖的内容

7个视频1篇阅读材料1个作业2个插件

7个视频总计136分钟

Audiobook Module 3: Debugging & Testing via AI 68分钟
Podcast Module 3: Debugging & Testing via AI 34分钟
3.1 Reviewing and Refining AI-Generated Code – Concepts, Description, and Discussion 8分钟
3.2 Concepts, Examples, and Discussion on Bug Fixing and Test Coverage 7分钟
3.3 Concepts, Examples, and Discussion on Using AI-Generated Unit Testing 9分钟
3.4 Detecting Hallucinations and Unsafe Code in AI-Generated Code 6分钟
3.5 Debugging Activities: Finding and Fixing Bugs in AI-Generated Code 5分钟

1篇阅读材料总计10分钟

Hands on 3 10分钟

1个作业总计30分钟

Quiz 3 30分钟

2个插件总计30分钟

ebook: Module 3: Debugging & Testing via AI 15分钟
ACTIVITY: True or False 15分钟

涵盖的内容

7个视频1篇阅读材料1个作业2个插件

7个视频总计141分钟

Audiobook Module 4: Building a Simple Full-Stack App with Prompts 68分钟
Podcast Module 4: Building a Simple Full-Stack App with Prompts 40分钟
4.1 Understanding and Building a Full-Stack Application: Concepts and Description 5分钟
4.2 Using IDEs and Code Generators to Scaffold Code: Concepts and Description 6分钟
4.3 Connecting Components Using Natural Language: Concepts, Example and Explanation 5分钟
4.4 Deploying, Testing, and Deploying the MVP in a Simulated Environment – Concepts, Description, and Code Implementation 7分钟
4.5 Assignment and Task (Self-Learning): Building a Task Management System and AI-Powered Contact Form Using Prompts 8分钟

1篇阅读材料总计10分钟

Hands on 4 10分钟

1个作业总计30分钟

Quiz 4 30分钟

2个插件总计30分钟

ebook: Module 4: Building a Simple Full-Stack App with Prompts 15分钟
ACTIVITY: Drag and Drop 15分钟

涵盖的内容

6个视频1篇阅读材料1个作业2个插件

6个视频总计111分钟

Audiobook Module 5: Code Ethics, Security, and AI Limits 58分钟
Podcast Module 5: Code Ethics, Security, and AI Limits 30分钟
5.1 Understanding AI Limitations and Biases – Concepts and Discussion 6分钟
5.2 Prompt Injection and Mitigation Strategies: Concepts and Description 6分钟
5.3 Data Privacy and Secure Coding – Concepts, Practices, and Non-Technical Implementation 5分钟
5.4 Responsible Use and Ethical Deployment of AI in Production 7分钟

1篇阅读材料总计10分钟

Hands on 5 10分钟

1个作业总计30分钟

Quiz 5 30分钟

2个插件总计30分钟

ebook: Module 5: Code Ethics, Security, and AI Limits 15分钟
ACTIVITY: Problem Statement 15分钟

涵盖的内容

10个视频1篇阅读材料1个作业1个插件

10个视频总计155分钟

Audiobook Module 6: Capstone Project – Prompt-Driven App 69分钟
Podcast Module 6: Capstone Project – Prompt-Driven App 37分钟
6.1 Applying Learned Skills in a Real-World Project: Understanding Concepts and Using Prompts to Scaffold Code 7分钟
6.2 Collaborate and Iterate Using AI Tools: Understanding AI Collaboration and Practical Examples of Iterative Development 7分钟
6.3 Demonstrating End-to-End Development Using Prompts: Building a Complete AI-Powered To-Do List Application 5分钟
6.4 Capstone Project Use Case: AI-Powered To-Do List Application 6分钟
6.5 Capstone Project Use Case: AI-Powered Note-Taking Desktop App 7分钟
6.6 Capstone Projects: Building AI-Powered Productivity Web Applications 8分钟
6.7 Use Case 5分钟
Course Summary 4分钟