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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Data Engineering Journey - From Traditional to AI-Driven Systems</title>
<meta name="description" content="Complete hands-on course for engineering graduates: Traditional Data → Modern Engineering → AI-Driven Systems using GitHub Codespaces, Azure, and AI tools.">
<link rel="stylesheet" href="assets/css/landing.css">
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700;800&display=swap" rel="stylesheet">
</head>
<body>
<nav class="navbar">
<div class="nav-container">
<div class="nav-brand">
<h1>🚀 Data Engineering Journey</h1>
</div>
<ul class="nav-menu">
<li><a href="#overview">Overview</a></li>
<li><a href="#phases">Phases</a></li>
<li><a href="#features">Features</a></li>
<li><a href="#launch">Launch</a></li>
</ul>
<div class="nav-cta">
<a href="phase1-traditional/html-dashboard/index.html" class="btn-primary">Start Learning</a>
</div>
</div>
</nav>
<header class="hero">
<div class="hero-background">
<div class="floating-particles">
<div class="particle"></div>
<div class="particle"></div>
<div class="particle"></div>
<div class="particle"></div>
<div class="particle"></div>
</div>
</div>
<div class="container">
<div class="hero-content">
<h1>Data Engineering Journey</h1>
<h2>From Traditional to AI-Driven Systems</h2>
<p>A comprehensive hands-on course for engineering graduates transitioning into AI and data engineering</p>
<div class="journey-path">
<div class="journey-step">
<div class="step-icon">🏛️</div>
<span>Traditional Data</span>
</div>
<div class="journey-arrow">→</div>
<div class="journey-step">
<div class="step-icon">☁️</div>
<span>Modern Engineering</span>
</div>
<div class="journey-arrow">→</div>
<div class="journey-step">
<div class="step-icon">🤖</div>
<span>AI-Driven Systems</span>
</div>
<div class="journey-arrow">→</div>
<div class="journey-step">
<div class="step-icon">🚀</div>
<span>Agent Automation</span>
</div>
</div>
<div class="hero-cta">
<a href="phase1-traditional/html-dashboard/index.html" class="btn-hero">🚀 Launch Course</a>
<a href="https://github.com/maree217/data-engineering-journey" class="btn-secondary">📂 View on GitHub</a>
</div>
<div class="hero-badges">
<span class="badge">GitHub Codespaces Ready</span>
<span class="badge">Azure Integration</span>
<span class="badge">AI-Powered</span>
<span class="badge">Hands-On Projects</span>
</div>
</div>
</div>
</header>
<main>
<!-- Overview Section -->
<section id="overview" class="section">
<div class="container">
<div class="section-header">
<h2>🎯 Course Overview</h2>
<p>Transform your career with comprehensive, practical data engineering skills</p>
</div>
<div class="overview-grid">
<div class="overview-card">
<h3>🎓 Target Audience</h3>
<ul>
<li>Engineering graduates with Python experience</li>
<li>Professionals transitioning to AI/Data Engineering</li>
<li>Students seeking hands-on, practical experience</li>
<li>Anyone wanting to build modern data systems</li>
</ul>
</div>
<div class="overview-card">
<h3>⏱️ Duration & Format</h3>
<ul>
<li><strong>16 weeks</strong> comprehensive program</li>
<li><strong>4 phases</strong> of progressive complexity</li>
<li><strong>Hands-on projects</strong> from day one</li>
<li><strong>Interactive demos</strong> and simulations</li>
</ul>
</div>
<div class="overview-card">
<h3>🛠️ Technology Stack</h3>
<ul>
<li><strong>Cloud</strong>: GitHub Codespaces, Azure</li>
<li><strong>Databases</strong>: SQL, PostgreSQL, Neo4j, Vector DBs</li>
<li><strong>AI Tools</strong>: Claude Code, GitHub Copilot</li>
<li><strong>Languages</strong>: Python, SQL, JavaScript</li>
</ul>
</div>
<div class="overview-card">
<h3>🎯 Learning Outcomes</h3>
<ul>
<li>Design traditional and modern data architectures</li>
<li>Build MLOps pipelines and AI systems</li>
<li>Work with vector databases and knowledge graphs</li>
<li>Create AI agents and automated business workflows</li>
<li>Deploy end-to-end business intelligence systems</li>
</ul>
</div>
</div>
</div>
</section>
<!-- Phases Section -->
<section id="phases" class="section bg-light">
<div class="container">
<div class="section-header">
<h2>📚 Four Progressive Phases</h2>
<p>Master data engineering through a carefully designed learning progression</p>
</div>
<div class="phases-container">
<!-- Phase 1 -->
<div class="phase-card phase-1">
<div class="phase-header">
<div class="phase-icon">🏛️</div>
<div class="phase-info">
<h3>Phase 1: Traditional Data Engineering</h3>
<span class="phase-duration">Weeks 1-4</span>
</div>
</div>
<div class="phase-content">
<p>Master the fundamentals of data systems, SQL databases, and business intelligence</p>
<div class="phase-features">
<h4>Interactive Features:</h4>
<ul>
<li>🔍 SQL Query Playground</li>
<li>📊 Data Visualization Dashboard</li>
<li>📝 Text Analysis Tool</li>
<li>🗄️ Database Schema Explorer</li>
</ul>
</div>
<div class="phase-tech">
<h4>Technologies:</h4>
<div class="tech-tags">
<span>SQL</span>
<span>Python</span>
<span>Pandas</span>
<span>Chart.js</span>
<span>Power BI</span>
</div>
</div>
<a href="phase1-traditional/html-dashboard/index.html" class="phase-btn">Launch Phase 1</a>
</div>
</div>
<!-- Phase 2 -->
<div class="phase-card phase-2">
<div class="phase-header">
<div class="phase-icon">☁️</div>
<div class="phase-info">
<h3>Phase 2: Modern Data Engineering</h3>
<span class="phase-duration">Weeks 5-8</span>
</div>
</div>
<div class="phase-content">
<p>Build cloud-native data architectures, MLOps pipelines, and real-time systems</p>
<div class="phase-features">
<h4>Interactive Features:</h4>
<ul>
<li>🤖 MLOps Pipeline Simulator</li>
<li>⚡ Real-time Data Streaming</li>
<li>☁️ Azure Architecture Demo</li>
<li>💰 Cloud Cost Calculator</li>
</ul>
</div>
<div class="phase-tech">
<h4>Technologies:</h4>
<div class="tech-tags">
<span>Azure</span>
<span>Docker</span>
<span>MLOps</span>
<span>Kafka</span>
<span>Synapse</span>
</div>
</div>
<a href="phase2-modern/mlops-pipeline/index.html" class="phase-btn">Launch Phase 2</a>
</div>
</div>
<!-- Phase 3 -->
<div class="phase-card phase-3">
<div class="phase-header">
<div class="phase-icon">🤖</div>
<div class="phase-info">
<h3>Phase 3: AI-Driven Data Systems</h3>
<span class="phase-duration">Weeks 9-12</span>
</div>
</div>
<div class="phase-content">
<p>Create intelligent data systems with vector databases, knowledge graphs, and AI agents</p>
<div class="phase-features">
<h4>Interactive Features:</h4>
<ul>
<li>🔍 Vector Search Engine</li>
<li>🕸️ Knowledge Graph Explorer</li>
<li>🤖 AI Agent Simulator</li>
<li>🧠 Memory System Demo</li>
</ul>
</div>
<div class="phase-tech">
<h4>Technologies:</h4>
<div class="tech-tags">
<span>Vector DBs</span>
<span>Neo4j</span>
<span>OpenAI</span>
<span>LangChain</span>
<span>Embeddings</span>
</div>
</div>
<a href="phase3-ai-driven/vector-search/index.html" class="phase-btn">Launch Phase 3</a>
</div>
</div>
<!-- Phase 4 -->
<div class="phase-card phase-4">
<div class="phase-header">
<div class="phase-icon">🚀</div>
<div class="phase-info">
<h3>Phase 4: End-to-End Agent Automation</h3>
<span class="phase-duration">Weeks 13-16</span>
</div>
</div>
<div class="phase-content">
<p>Complete business intelligence automation with multi-agent orchestration and knowledge graph pipelines</p>
<div class="phase-features">
<h4>Interactive Features:</h4>
<ul>
<li>🤖 Multi-Agent Workflow Designer</li>
<li>🏢 5 Complete Business Scenarios</li>
<li>🕸️ Hybrid Vector-Graph Search</li>
<li>⚡ Real-time Decision Systems</li>
</ul>
</div>
<div class="phase-tech">
<h4>Technologies:</h4>
<div class="tech-tags">
<span>LangGraph</span>
<span>Agent Orchestration</span>
<span>Knowledge Graphs</span>
<span>Business Intelligence</span>
<span>Production Systems</span>
</div>
</div>
<a href="phase4-agentic/end-to-end-automation/index.html" class="phase-btn">Launch Phase 4</a>
</div>
</div>
</div>
</div>
</section>
<!-- Features Section -->
<section id="features" class="section">
<div class="container">
<div class="section-header">
<h2>✨ Key Features</h2>
<p>Why this course stands out from traditional learning approaches</p>
</div>
<div class="features-grid">
<div class="feature-card">
<div class="feature-icon">🚀</div>
<h3>Hands-On From Day 1</h3>
<p>Start building real data systems immediately. No theoretical lectures - just practical, interactive learning experiences.</p>
</div>
<div class="feature-card">
<div class="feature-icon">🔄</div>
<h3>Interactive Simulations</h3>
<p>Experience ML pipelines, data streaming, vector search, and AI agents through realistic simulations.</p>
</div>
<div class="feature-card">
<div class="feature-icon">🌟</div>
<h3>AI-Assisted Learning</h3>
<p>Learn using Claude Code and GitHub Copilot - the same AI tools used by professional data engineers.</p>
</div>
<div class="feature-card">
<div class="feature-icon">☁️</div>
<h3>Cloud-Native Environment</h3>
<p>Everything runs in GitHub Codespaces with Azure integration. No local setup required - start learning instantly.</p>
</div>
<div class="feature-card">
<div class="feature-icon">🎯</div>
<h3>Industry-Relevant Projects</h3>
<p>Build portfolio-worthy projects that showcase real-world data engineering and AI implementation skills.</p>
</div>
<div class="feature-card">
<div class="feature-icon">📈</div>
<h3>Progressive Complexity</h3>
<p>Start with SQL basics, progress through modern cloud systems, and master cutting-edge AI technologies.</p>
</div>
</div>
</div>
</section>
<!-- Launch Section -->
<section id="launch" class="section bg-dark">
<div class="container">
<div class="launch-content">
<div class="launch-header">
<h2>🚀 Ready to Start Your Data Engineering Journey?</h2>
<p>Get hands-on experience with industry-standard tools and technologies</p>
</div>
<div class="launch-options">
<div class="launch-option recommended">
<div class="option-badge">Recommended</div>
<h3>🌟 GitHub Codespaces</h3>
<p>Launch the complete course in a pre-configured cloud environment</p>
<div class="option-features">
<span>✅ Zero setup required</span>
<span>✅ All dependencies pre-installed</span>
<span>✅ VS Code + AI tools ready</span>
<span>✅ All 3 phases accessible</span>
</div>
<a href="https://github.com/maree217/data-engineering-journey" class="option-btn primary">
Open in Codespaces
</a>
</div>
<div class="launch-option">
<h3>💻 Local Development</h3>
<p>Clone and run the course on your local machine</p>
<div class="option-features">
<span>📋 Requires: Python 3.11+, Node.js 18+</span>
<span>⚙️ Manual setup needed</span>
<span>🔧 Full control over environment</span>
<span>🔄 Supports offline development</span>
</div>
<a href="https://github.com/maree217/data-engineering-journey" class="option-btn secondary">
Clone Repository
</a>
</div>
<div class="launch-option">
<h3>👀 Preview Demo</h3>
<p>Explore individual phases without full setup</p>
<div class="option-features">
<span>🔍 Browse course content</span>
<span>⚡ Quick phase previews</span>
<span>📱 Works on any device</span>
<span>🎯 Perfect for evaluation</span>
</div>
<div class="demo-links">
<a href="phase1-traditional/html-dashboard/index.html" class="demo-link">Phase 1 Demo</a>
<a href="phase2-modern/mlops-pipeline/index.html" class="demo-link">Phase 2 Demo</a>
<a href="phase3-ai-driven/vector-search/index.html" class="demo-link">Phase 3 Demo</a>
</div>
</div>
</div>
<div class="launch-support">
<h3>📞 Need Help Getting Started?</h3>
<div class="support-links">
<a href="LAUNCH_GUIDE.md" class="support-link">📖 Launch Guide</a>
<a href="README.md" class="support-link">📋 Documentation</a>
<a href="https://github.com/maree217/data-engineering-journey/issues" class="support-link">🐛 Report Issues</a>
<a href="https://github.com/maree217/data-engineering-journey/discussions" class="support-link">💬 Community</a>
</div>
</div>
</div>
</div>
</section>
<!-- Stats Section -->
<section class="stats-section">
<div class="container">
<div class="stats-grid">
<div class="stat-item">
<div class="stat-number">3</div>
<div class="stat-label">Progressive Phases</div>
</div>
<div class="stat-item">
<div class="stat-number">15+</div>
<div class="stat-label">Technologies Covered</div>
</div>
<div class="stat-item">
<div class="stat-number">12</div>
<div class="stat-label">Interactive Demos</div>
</div>
<div class="stat-item">
<div class="stat-number">100%</div>
<div class="stat-label">Hands-On Learning</div>
</div>
</div>
</div>
</section>
</main>
<footer class="footer">
<div class="container">
<div class="footer-content">
<div class="footer-section">
<h4>🎯 Course Phases</h4>
<ul>
<li><a href="phase1-traditional/html-dashboard/index.html">Phase 1: Traditional Data</a></li>
<li><a href="phase2-modern/mlops-pipeline/index.html">Phase 2: Modern Engineering</a></li>
<li><a href="phase3-ai-driven/vector-search/index.html">Phase 3: AI-Driven Systems</a></li>
</ul>
</div>
<div class="footer-section">
<h4>📚 Resources</h4>
<ul>
<li><a href="LAUNCH_GUIDE.md">Launch Guide</a></li>
<li><a href="README.md">Documentation</a></li>
<li><a href="https://github.com/maree217/data-engineering-journey">GitHub Repository</a></li>
<li><a href="https://github.com/maree217/data-engineering-journey/discussions">Community</a></li>
</ul>
</div>
<div class="footer-section">
<h4>🛠️ Technologies</h4>
<ul>
<li>GitHub Codespaces</li>
<li>Azure Cloud Services</li>
<li>PostgreSQL + pgvector</li>
<li>Neo4j Graph Database</li>
</ul>
</div>
<div class="footer-section">
<h4>🤖 AI Tools</h4>
<ul>
<li>Claude Code</li>
<li>GitHub Copilot</li>
<li>OpenAI Integration</li>
<li>Vector Embeddings</li>
</ul>
</div>
</div>
<div class="footer-bottom">
<p>© 2024 Data Engineering Journey - From Traditional to AI-Driven Systems</p>
<p>Built with ❤️ for engineering graduates transitioning to AI careers</p>
</div>
</div>
</footer>
<script src="assets/js/landing.js"></script>
</body>
</html>