https://quick-code-launch.lovable.app/assets/AIFundamentalsPage-Bu6uVynU.js

1import{j as e,L as x}from"./index-DrBPhjy5.js";import{L as h,B as u,a as g,c,d as p}from"./Layout-LwDNXt6D.js";import{C as n,a as r,b as t,d as l}from"./card-BCaF5CiV.js";import{B as s}from"./badge-CMh-GqOk.js";import{T as j}from"./target-CGL2tyWw.js";import{C as a}from"./circle-check-big-NDcTPFF2.js";import{A as f}from"./arrow-right-lzRlWI_Y.js";const A=()=>e.jsx(h,{title:"AI Fundamentals Course - VibeCoding",description:"Comprehensive course covering the fundamentals of Artificial Intelligence, Machine Learning, and Large Language Models for developers.",children:e.jsx("div",{className:"min-h-screen bg-gradient-to-br from-blue-50 to-purple-50",children:e.jsxs("div",{className:"container mx-auto px-4 py-12",children:[e.jsxs("div",{className:"text-center mb-16",children:[e.jsx("div",{className:"flex justify-center mb-6",children:e.jsx("div",{className:"p-4 bg-primary/10 rounded-full",children:e.jsx(u,{className:"h-12 w-12 text-primary"})})}),e.jsx("h1",{className:"text-5xl font-bold text-gray-900 mb-6",children:"AI Fundamentals Course"}),e.jsx("p",{className:"text-xl text-gray-600 max-w-3xl mx-auto leading-relaxed",children:"Master the essential concepts of Artificial Intelligence, Machine Learning, and Large Language Models. Build a solid foundation for AI-powered development."}),e.jsxs("div",{className:"flex gap-4 justify-center mt-8",children:[e.jsx(s,{variant:"secondary",className:"px-4 py-2",children:"Beginner Friendly"}),e.jsx(s,{variant:"secondary",className:"px-4 py-2",children:"8 Modules"}),e.jsx(s,{variant:"secondary",className:"px-4 py-2",children:"20+ Hours"})]})]}),e.jsxs(n,{className:"mb-12",children:[e.jsx(r,{children:e.jsxs(t,{className:"text-2xl flex items-center gap-2",children:[e.jsx(j,{className:"h-6 w-6"}),"Course Overview"]})}),e.jsx(l,{children:e.jsxs("div",{className:"grid md:grid-cols-2 gap-8",children:[e.jsxs("div",{children:[e.jsx("h3",{className:"text-lg font-semibold mb-4",children:"What You'll Learn"}),e.jsxs("ul",{className:"space-y-3",children:[e.jsxs("li",{className:"flex items-start gap-2",children:[e.jsx(a,{className:"h-5 w-5 text-green-500 mt-0.5"}),e.jsx("span",{children:"Core AI and ML concepts and terminology"})]}),e.jsxs("li",{className:"flex items-start gap-2",children:[e.jsx(a,{className:"h-5 w-5 text-green-500 mt-0.5"}),e.jsx("span",{children:"Understanding neural networks and deep learning"})]}),e.jsxs("li",{className:"flex items-start gap-2",children:[e.jsx(a,{className:"h-5 w-5 text-green-500 mt-0.5"}),e.jsx("span",{children:"Large Language Models architecture and capabilities"})]}),e.jsxs("li",{className:"flex items-start gap-2",children:[e.jsx(a,{className:"h-5 w-5 text-green-500 mt-0.5"}),e.jsx("span",{children:"Practical applications in software development"})]}),e.jsxs("li",{className:"flex items-start gap-2",children:[e.jsx(a,{className:"h-5 w-5 text-green-500 mt-0.5"}),e.jsx("span",{children:"Ethical considerations and best practices"})]})]})]}),e.jsxs("div",{children:[e.jsx("h3",{className:"text-lg font-semibold mb-4",children:"Prerequisites"}),e.jsxs("ul",{className:"space-y-2 text-gray-600",children:[e.jsx("li",{children:"• Basic programming knowledge (any language)"}),e.jsx("li",{children:"• High school level mathematics"}),e.jsx("li",{children:"• Curiosity about AI and machine learning"}),e.jsx("li",{children:"• No prior AI experience required"})]})]})]})})]}),e.jsxs("div",{className:"grid gap-6 mb-12",children:[e.jsx("h2",{className:"text-3xl font-bold text-center mb-8",children:"Course Modules"}),[{module:1,title:"Introduction to Artificial Intelligence",topics:["History of AI","Types of AI","Current applications","AI vs ML vs DL"],duration:"2 hours"},{module:2,title:"Machine Learning Fundamentals",topics:["Supervised learning","Unsupervised learning","Reinforcement learning","Training vs inference"],duration:"3 hours"},{module:3,title:"Neural Networks Basics",topics:["Perceptrons","Multi-layer networks","Backpropagation","Activation functions"],duration:"2.5 hours"},{module:4,title:"Deep Learning Introduction",topics:["Deep neural networks","Convolutional networks","Recurrent networks","Common architectures"],duration:"3 hours"},{module:5,title:"Natural Language Processing",topics:["Text processing","Word embeddings","Sequence models","Attention mechanisms"],duration:"2.5 hours"}

1,{module:6,title:"Large Language Models",topics:["Transformer architecture","GPT family","BERT and variants","Fine-tuning"],duration:"3 hours"},{module:7,title:"AI in Software Development",topics:["Code generation","Testing automation","Documentation","Debugging assistance"],duration:"2.5 hours"},{module:8,title:"Ethics and Future of AI",topics:["Bias and fairness","Privacy concerns","Safety considerations","Future trends"],duration:"1.5 hours"}].map((i,d)=>e.jsx(n,{className:"hover:shadow-lg transition-shadow",children:e.jsxs(l,{className:"p-6",children:[e.jsxs("div",{className:"flex items-start justify-between mb-4",children:[e.jsxs("div",{children:[e.jsxs("h3",{className:"text-xl font-semibold mb-2",children:["Module ",i.module,": ",i.title]}),e.jsx(s,{variant:"outline",children:i.duration})]}),e.jsx(f,{className:"h-5 w-5 text-gray-400"})]}),e.jsx("div",{className:"flex flex-wrap gap-2",children:i.topics.map((o,m)=>e.jsx(s,{variant:"secondary",className:"text-xs",children:o},m))})]})},d))]}),e.jsxs(n,{className:"mb-12",children:[e.jsx(r,{children:e.jsxs(t,{className:"text-2xl flex items-center gap-2",children:[e.jsx(g,{className:"h-6 w-6"}),"Recommended Learning Path"]})}),e.jsx(l,{children:e.jsxs("div",{className:"space-y-4",children:[e.jsxs("div",{className:"flex items-center gap-4 p-4 bg-blue-50 rounded-lg",children:[e.jsx("div",{className:"w-8 h-8 bg-blue-500 text-white rounded-full flex items-center justify-center font-semibold",children:"1"}),e.jsxs("div",{children:[e.jsx("h4",{className:"font-semibold",children:"Start with Theory"}),e.jsx("p",{className:"text-sm text-gray-600",children:"Complete modules 1-3 to build foundational understanding"})]})]}),e.jsxs("div",{className:"flex items-center gap-4 p-4 bg-green-50 rounded-lg",children:[e.jsx("div",{className:"w-8 h-8 bg-green-500 text-white rounded-full flex items-center justify-center font-semibold",children:"2"}),e.jsxs("div",{children:[e.jsx("h4",{className:"font-semibold",children:"Dive into Deep Learning"}),e.jsx("p",{className:"text-sm text-gray-600",children:"Modules 4-6 cover advanced topics and modern architectures"})]})]}),e.jsxs("div",{className:"flex items-center gap-4 p-4 bg-purple-50 rounded-lg",children:[e.jsx("div",{className:"w-8 h-8 bg-purple-500 text-white rounded-full flex items-center justify-center font-semibold",children:"3"}),e.jsxs("div",{children:[e.jsx("h4",{className:"font-semibold",children:"Apply to Development"}),e.jsx("p",{className:"text-sm text-gray-600",children:"Modules 7-8 focus on practical applications and considerations"})]})]})]})})]}),e.jsxs(n,{className:"mb-12",children:[e.jsx(r,{children:e.jsx(t,{className:"text-2xl",children:"Supplementary Materials"})}),e.jsx(l,{children:e.jsxs("div",{className:"grid md:grid-cols-3 gap-6",children:[e.jsxs("div",{children:[e.jsx("h4",{className:"font-semibold mb-3",children:"Books"}),e.jsxs("ul",{className:"space-y-2 text-sm",children:[e.jsx("li",{children:'• "Pattern Recognition and Machine Learning" by Bishop'}),e.jsx("li",{children:'• "Deep Learning" by Goodfellow, Bengio, and Courville'}),e.jsx("li",{children:'• "Hands-On Machine Learning" by Aurélien Géron'})]})]}),e.jsxs("div",{children:[e.jsx("h4",{className:"font-semibold mb-3",children:"Online Resources"}),e.jsxs("ul",{className:"space-y-2 text-sm",children:[e.jsx("li",{children:"• CS231n Stanford Course"}),e.jsx("li",{children:"• Fast.ai Practical Deep Learning"}),e.jsx("li",{children:"• OpenAI GPT Papers"})]})]}),e.jsxs("div",{children:[e.jsx("h4",{className:"font-semibold mb-3",children:"Tools & Platforms"}),e.jsxs("ul",{className:"space-y-2 text-sm",children:[e.jsx("li",{children:"• Python + NumPy/Pandas"}),e.jsx("li",{children:"• TensorFlow/PyTorch"}),e.jsx("li",{children:"• Jupyter Notebooks"})]})]})]})})]}),e.jsxs("div",{className:"text-center bg-primary/5 rounded-lg p-8",children:[e.jsx("h2",{className:"text-2xl font-bold mb-4",children:"Ready to Start Learning?"}),e.jsx("p",{className:"text-gray-600 mb-6 max-w-2xl mx-auto",children:"Begin your AI journey today and gain the foundational knowledge needed to excel in the age of artificial intelligence."}),e.jsxs("div",{className:"flex gap-4 justify-center",children:[e.jsxs(c,{size:"lg",children:[e.jsx(p,{className:"mr-2 h-5 w-5"}),"Start Course"]}),e.jsx(c,{variant:"outline",size:"lg",asChild:!0,children:e.jsx(x,{to:"/glossary",children:"Back to Glossary"})})]})]})]})})});export{A as default};