AI Learning Path Generator: Your Personalized Roadmap to AI Mastery

AI Learning Path Generator: Your Personalized Roadmap to AI Mastery

Reviewed: June 4, 2026

With AI evolving so rapidly, figuring out what to learn — and in what order — can be overwhelming. This interactive AI Learning Path Generator helps you build a personalized learning roadmap based on your current skills, career goals, and available time.

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.step {
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border-radius: 12px;
padding: 24px;
margin: 16px 0;
border: 1px solid #e9ecef;
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.step h3 {
margin: 0 0 12px 0;
color: #1a1a2e;
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label {
display: block;
font-weight: 600;
margin: 12px 0 4px 0;
color: #333;
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select, input {
width: 100%;
padding: 10px;
border: 2px solid #dee2e6;
border-radius: 8px;
font-size: 16px;
box-sizing: border-box;
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button {
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padding: 14px 32px;
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margin-top: 20px;
font-weight: 600;
transition: transform 0.1s;
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button:hover {
transform: translateY(-1px);
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#output {
display: none;
margin-top: 24px;
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.path-card {
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.path-card h4 {
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.path-card .duration {
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font-size: 14px;
margin-bottom: 8px;
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.path-card ul {
margin: 8px 0;
padding-left: 20px;
}
.path-card li {
margin: 4px 0;
color: #444;
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.difficulty-badge {
display: inline-block;
padding: 2px 10px;
border-radius: 12px;
font-size: 12px;
font-weight: 600;
margin-right: 8px;
}
.beginner { background: #d4edda; color: #155724; }
.intermediate { background: #fff3cd; color: #856404; }
.advanced { background: #f8d7da; color: #721c24; }

const paths = {
career_developer: {
title: „AI Engineer Career Path“,
weeks: „12-16 weeks“,
modules: [
{ name: „Python for ML Foundations“, duration: „2 weeks“, resources: [„Fast.ai Practical Deep Learning“, „Kaggle Learn Python“] },
{ name: „Core ML Concepts“, duration: „3 weeks“, resources: [„Andrew Ng’s ML Specialization“, „Scikit-learn documentation“] },
{ name: „Deep Learning Fundamentals“, duration: „3 weeks“, resources: [„Fast.ai Part 1“, „PyTorch tutorials“] },
{ name: „LLM & Transformer Architecture“, duration: „3 weeks“, resources: [„HuggingFace course“, „Andrej Karpathy’s GPT from scratch“] },
{ name: „Building AI Applications“, duration: „3 weeks“, resources: [„LangChain tutorials“, „Full-stack LLM app projects“] },
{ name: „Portfolio Projects & Interview Prep“, duration: „3 weeks“, resources: [„Build 2-3 end-to-end projects“, „LeetCode ML patterns“] }
]
},
build_developer: {
title: „AI Product Builder Path“,
weeks: „8-12 weeks“,
modules: [
{ name: „LLM APIs & Prompt Engineering“, duration: „2 weeks“, resources: [„OpenAI docs“, „Prompt engineering guides“] },
{ name: „RAG & Vector Databases“, duration: „2 weeks“, resources: [„LangChain docs“, „Pinecone/Chroma tutorials“] },
{ name: „AI Agent Frameworks“, duration: „2 weeks“, resources: [„LangGraph, CrewAI, AutoGen tutorials“] },
{ name: „Fine-tuning & Custom Models“, duration: „2 weeks“, resources: [„HuggingFace TRL“, „OpenAI fine-tuning“] },
{ name: „Production Deployment“, duration: „2 weeks“, resources: [„vLLM, Docker, cloud deployment patterns“] },
{ name: „Build & Ship Your Product“, duration: „2 weeks“, resources: [„End-to-end product development“] }
]
},
research_developer: {
title: „AI Research Path“,
weeks: „16-24 weeks“,
modules: [
{ name: „Mathematical Foundations“, duration: „4 weeks“, resources: [„Linear algebra, probability, optimization (MIT OCW)“] },
{ name: „Deep Learning Theory“, duration: „4 weeks“, resources: [„Goodfellow’s Deep Learning book“, „CS231n“] },
{ name: „Research Paper Reading“, duration: „4 weeks“, resources: [„Papers With Attention survey“, „Read 50+ foundational papers“] },
{ name: „Reproduce Key Papers“, duration: „4 weeks“, resources: [„Implement attention, LLaMA architecture from scratch“] },
{ name: „Identify Research Question“, duration: „4 weeks“, resources: [„ArXiv reading, join research communities“] },
{ name: „Write & Submit“, duration: „4 weeks“, resources: [„Workshop paper, arXiv preprint, or contribution“] }
]
},
business_business: {
title: „AI Strategy for Business Leaders“,
weeks: „6-8 weeks“,
modules: [
{ name: „AI Landscape Overview“, duration: „1 week“, resources: [„AI Index Report 2026“, „McKinsey AI reports“] },
{ name: „Technical Literacy“, duration: „2 weeks“, resources: [„How LLMs work (non-technical)“, „AI capability audits“] },
{ name: „AI Use Case Identification“, duration: „2 weeks“, resources: [„Value chain analysis“, „ROI estimation frameworks“] },
{ name: „Implementation Strategy“, duration: „2 weeks“, resources: [„Build vs buy frameworks“, „AI governance basics“] },
{ name: „Organizational Readiness“, duration: „1 week“, resources: [„Change management“, „AI literacy programs for teams“] }
]
},
understand_other: {
title: „AI Literacy Essentials“,
weeks: „4-6 weeks“,
modules: [
{ name: „How AI Works“, duration: „1 week“, resources: [„3Blue1Brown neural networks series“, „What is ChatGPT doing?“] },
{ name: „AI Capabilities & Limitations“, duration: „1 week“, resources: [„AI Explained YouTube“, „Current capability benchmarks“] },
{ name: „AI in Daily Life“, duration: „1 week“, resources: [„Hands-on with AI tools“, „Experiment with ChatGPT, Claude, Midjourney“] },
{ name: „AI Society & Ethics“, duration: „1 week“, resources: [„AI ethics frameworks“, „Future of Life Institute resources“] },
{ name: „Staying Current“, duration: „1 week“, resources: [„Newsletter recommendations“, „Key AI communities and resources“] }
]
}
};

function generatePath() {
const level = document.querySelector(‚input[name=“level“]:checked‘).value;
const goal = document.getElementById(‚goal‘).value;
const time = parseInt(document.getElementById(‚time‘).value);
const bg = document.getElementById(‚bg‘).value;
const interests = Array.from(document.querySelectorAll(‚.step input[type=“checkbox“]:checked‘)).map(cb => cb.value);

// Determine path key
let key = goal + ‚_‘ + bg;
if (!paths[key]) {
// Fallback matching
if (goal === ‚understand‘) key = ‚understand_other‘;
else if (goal === ‚business‘) key = ‚business_business‘;
else if (goal === ‚build‘) key = ‚build_developer‘;
else if (goal === ‚research‘) key = ‚research_developer‘;
else key = ‚career_developer‘;
}

const path = paths[key];
const weeklyHours = time >= 20 ? ‚intensive‘ : time >= 10 ? ‚moderate‘ : ‚casual‘;

let weeksAdjustment = time >= 20 ? ‚ (accelerated)‘ : time <= 5 ? ' (extended)' : '';

let html = '

‚;

// Additional recommendations based on level
html += ‚

‚;

document.getElementById(‚output‘).innerHTML = html;
document.getElementById(‚output‘).style.display = ‚block‘;
document.getElementById(‚output‘).scrollIntoView({ behavior: ’smooth‘ });
}