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University of Colorado System

Vibe Coding Fundamentals

University of Colorado System via Coursera

Overview

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This course is ideal for people new to coding. You will learn how to build applications using artificial intelligence. No prior knowledge of coding is needed and everything you need to know is covered in detail. You will leave this course comfortable using vibe coding tools to build applications for business, education, and fun.

Syllabus

  • Introduction to Vibe Coding with Artificial Intelligence
    • This module introduces the foundations of Vibe Coding, a new approach to programming powered by large language models (LLMs). You'll learn how Vibe Coding differs from traditional coding methods, how AI tools assist in writing code, and why this matters for both beginners and experienced developers. The module also covers setting up your AI-assisted coding environment and practicing with platforms like Replit, Lovable, and Bolt. By the end, you'll be ready to code using natural language prompts and explore what’s possible with modern AI.
  • Understanding How Vibe Coding Works
    • In this module, you'll learn how to choose the right large language model (LLM) for your vibe coding projects by understanding key features like context windows, assistants, and agents. You'll practice writing clear and precise prompts that help AI tools generate exactly what you need. The focus is on building functional applications using natural language, without needing to inspect or modify the code. By the end, you’ll be able to guide LLMs effectively to create working programs from your ideas.
  • Getting Results
    • This module focuses on components, security, bias, and debugging. You’ll explore how to identify and fix errors using conversational debugging techniques with AI tools, and how to create effective checkpoints to save your progress. You'll also learn how to roll back to earlier versions of your project when things go wrong. You will also learn how to avoid unintended consequences. By the end, you’ll be equipped to handle errors and fix issues confidently as a vibe coder.

Taught by

Scott Reed

Reviews

4.4 rating at Coursera based on 25 ratings

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