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Vibe Coding for Absolute Beginners with GitHub Copilot

Name: Vibe Coding for Absolute Beginners with GitHub Copilot
Rating: 4.8 (15 reviews)

Use GitHub Copilot in Agent mode to design, build, and deploy real apps through simple conversations. Live site demo.

Created byFutureX Skills

Last updated 12/2025

English

English [Auto],

What you'll learn

Build Functional Web Apps Without Coding – Learn to create and deploy websites with Vibe Coding and AWS. See how we built our own site.
Set Up Databases and Manage Data Easily – Understand how to configure and connect databases for your apps without coding expertise
Create and Deploy APIs for Real Projects – Learn how to expose your applications via APIs and integrate them with frontends
Leverage GitHub Copilot for AI-Powered Automation – Use AI-assisted coding to accelerate project building while minimizing manual coding
Building and Deploying a Machine Learning Model with Simple Prompts

Course content

9 sections • 32 lectures • 2h 47m total length

Introduction1:50
Sneak Peek : Watch AI Build and Deploy a Real App in Minutes5:38

Setting Up Your Vibe Coding Environment with VS Code & GitHub Copilot6:01
Install Visual Studio Code (not Visual Studio), set up a VB coding project directory, and enable GitHub Copilot and Copilot chat with agent mode for AI-driven coding.
Build Your First Professional Website locally with GitHub Copilot9:25
Build a mobile-first stock dashboard with Copilot handling React and TypeScript architecture, creating reusable components and data structures. Produce a production-ready app with npm install, a dev server, and documentation.
Smart Version Control : Let Copilot Manage Git2:57
Visual Updates Made Simple: Chat Your Way to New Features4:50
Explore local app updates with AI-assisted Copilot to add a bar chart showing daily and 20-day average volume beneath the stock card, then build, commit, and push changes via prompts.

Deployment Decisions: Compare Platforms & Stay in Control5:01
Explore deployment decisions by using Copilot to compare platforms and costs, including AWS, then choose the best fit while aligning with project requirements and maintaining version control.
Deploy to AWS: From Code to Cloud in Minutes7:31
Deploy your React app to AWS with Copilot, configure S3 bucket and IAM credentials, and connect a domain via CloudFront and Route 53 for public access.
Custom Domain Magic: Connect GoDaddy to AWS7:42

From Frontend to Full-Stack: What's Next2:20
AWS Magic: Create Data Pipeline Through Conversation13:19
Build a complete AWS data pipeline from S3 to API using conversational prompts with Copilot, deploying Lambda functions, DynamoDB, and API Gateway, including CORS and permissions.
Frontend Integration: APIs, Bugs, and Best Practices9:21
AI Architect: Optimize Performance and Cut Costs9:22
Beyond Coding: Automation, Scheduling, and AI Memory5:56

Project Challenge - Making Your Stock Dashboard Enterprise-Ready4:09
Congratulations! You've built an amazing stock dashboard. Now let's take it to the next level - what if you could transform it into an enterprise-grade application that handles millions of users with just AI prompts?
Your Mission: Upgrade your dashboard with four enterprise features:
Advanced Search - Google-level search functionality for stocks and data
Analytics Integration - Google Analytics for user behavior tracking
Enterprise Security - Authentication, encryption, and vulnerability protection
Performance Optimization - Fast loading, caching, and scalability
The AI Advantage: You don't need to be an expert in these areas. Use simple Copilot prompts like:
"Add comprehensive search to my stock dashboard with fuzzy matching"
"Integrate Google Analytics 4 with custom event tracking"
"Implement enterprise security with authentication and input validation"
"Optimize performance with code splitting and caching"
Why This Matters: These skills separate hobbyist developers from professional engineers. Companies pay premium salaries for developers who can scale applications to enterprise standards.
Your Assignment: Make your stock dashboard enterprise-ready using AI assistance. Ready to build something that could compete with professional financial platforms?
Try the prompts yourself first, then watch my solution demonstration. Let's make your app ready for millions of users!
Live Changes to CortexAlpha.ai in Agent Mode - Full-Stack AI Development2:09
In this lecture we are showing you live changes to CortexAlpha.ai using simple English prompts to Copilot. We will show you how to add a new feature impacting entire full stack - add Lambda API and make React changes all with conversation and deploy to production.
Live Changes to futurexskills.com in Agent Mode - Clear Prompting2:25
Master clear prompts to guide ai agents in making live web changes, such as updating links and button placement, deploying via AWS, and committing code for fast, precise development.
CortexAlpha.ai Live: Adjusting Historical Data for Stock Splits with Prompts6:07
Update historical ETF data for forward or reverse stock splits using plain-English prompts with Copilot, generating SQL statements, running dry and live tests, and verifying samples before finalizing.
Project Work: Enhancing Websites with Simple Prompts5:59
GitHub Pages for Hosting Your App with Hybrid AWS Architecture2:22
Explore GitHub Pages as a free hosting option for React apps, offering static hosting, a global CDN, HTTPS, custom domains, and an alternative to S3 and CloudFront with automatic deployments.

ML Deployment Use Case: From Dataset to a Serverless Cloud API1:07
Vibe coding guides building a simple ML model from a dataset, using age and salary as inputs, running it locally, and deploying a serverless AWS REST API via prompts.
Model Development with GitHub Copilot Using a Single Prompt5:44
Create a machine learning model with Copilot through a simple natural language conversation, using age and salary to predict customer behavior, with data exploration, training, testing, documentation, and GitHub versioning.
Building a REST API for ML Model with a Simple Prompt Using GitHub Copilot3:54
Building Interactive ML Web Apps with Copilot in Agent Mode4:25
Build an interactive web page with Copilot that connects to a local api form for age and salary to predict purchase likelihood, using TensorFlow.js in the browser.
Creating a Serverless Machine Learning API with AWS S3, Lambda, and API Gateway11:01

Building AWS Data Pipelines with Natural Language and GitHub Copilot0:27
Learn to build data pipelines on AWS with nothing but plain English, using GitHub Copilot in agent mode and natural language.
Build AWS Glue ETL Jobs Using Simple Natural Language with GitHub Copilot11:49
Pipeline Documentation, Version Control, and Automation5:37
Document pipelines with Copilot, set up version control and automation on AWS, and verify event-driven Glue jobs triggered by S3 uploads via Lambda and SNS notifications.
Optimizing AWS Costs and Lambda Performance with Copilot2:00

Requirements

A basic interest in technology and a passion for building apps or websites.
Some programming experience can help, but it is not mandatory
An AWS account (free tier works fine) — we’ll guide you step by step
Curiosity and willingness to experiment with AI-assisted tools like GitHub Co-pilot

Description

This course contains the use of artificial intelligence. Build anything you can imagine through conversation - zero coding required

Transform from complete beginner to AI-powered developer in hours. Master vibe coding to build, deploy, and optimize production applications using natural English conversations with GitHub Copilot Agent mode. You will also learn how to build and deploy a machine learning model on the cloud from a dataset using simple prompts.

What You'll Build

Create a complete production application featuring real-time data, AWS cloud infrastructure, and enterprise-grade optimization. Work with actual market data powering our live platform serving thousands of users.

Perfect For

Complete beginners - no coding background needed
Career changers entering tech through AI
Entrepreneurs building MVPs fast and affordable
Anyone curious about conversational development

If you can describe what you want, you can build it.

Core Skills You'll Master

Foundation: Copilot Setup, AI configuration, version control
Frontend: Responsive apps, dashboards, mobile design
Backend: AWS Cloud infrastructure, databases, APIs
Deployment: Production hosting, domains, optimization
Advanced: Performance tuning, automation, debugging

Build anything: Web apps, data dashboards, APIs, automated systems, Model deployment, Data Pipelines

The Vibe Coding Revolution

Traditional Path: Months learning syntax → Complex setup → Manual everything
Vibe Coding: Describe ideas → AI builds → Deploy immediately

Enterprise results with individual effort.

Your Outcomes

Confidence to build anything you can imagine - web apps, dashboards, e-commerce sites, data platforms, automation tools
Master full-stack development through conversation - no syntax barriers
Deploy to professional cloud infrastructure with confidence
Optimize like a senior architect - performance, cost, and scale
Debug across entire tech stacks using AI collaboration
Create automated, scalable systems that grow with your needs

The key breakthrough: Once you master vibe coding, there are no limits to what you can build. Any idea you can describe becomes a buildable reality.

Real skills for real applications.

Expert Instruction

Decade+ experience building production systems serving thousands. Professional audio via text-to-speech for consistent, clear learning.

Start Building Today

Join the vibe coding revolution. The future of development is conversational.

Enroll now - build your first app within the hour.

Describe it. Build it. Deploy it. That simple.

Who this course is for:

Technologists and professionals who want to build web apps, databases, and APIs without coding.
Beginners curious about AI-assisted development using GitHub Copilot and Vibe Coding.
Anyone with a passion for creating projects and learning how to deploy them on AWS.
People who want to turn ideas into real applications quickly, even with minimal programming experience.

Vibe Coding for Absolute Beginners with GitHub Copilot

What you'll learn

Explore related topics

Course content

Introduction2 lectures • 7min

Foundation : Setup, Local Development, and Version Control Building the App4 lectures • 23min

Production Deployment: Platform Selection, Cost Analysis, and Cloud Hosting3 lectures • 20min

Backend Development: Database, APIs, and Full-Stack Integration5 lectures • 40min

Practical Projects & Real-World Examples6 lectures • 23min

Mastering AI Collaboration: Troubleshooting & Best Practices2 lectures • 6min

Project - Machine Learning Model Building and Deployment with GitHub Copilot5 lectures • 26min

Building No-Code Data Pipelines with GitHub Copilot in Agent Mode4 lectures • 20min

Final Thoughts1 lecture • 1min

Requirements

Description

Who this course is for: