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---
layout: default
title: "DataTalks.Club Courses"
description: "Free, comprehensive courses for data professionals - from Data Engineering to Machine Learning, MLOps, LLMs, and AI Development"
---
{% include main-page-styles.html %}
<!-- Styles now organized in separate SCSS files -->
<div class="top-banner">
<a href="#main-content" class="skip-link visually-hidden">Skip to main content</a>
<div class="container">
<div class="register-cta-container">
<p>🎓 Join our thriving community of 73,000+ data practitioners!</p>
<a href="https://datatalks.club/slack.html" class="register-cta">Join DataTalks.Club Slack</a>
</div>
</div>
</div>
<header class="header" role="banner">
<div class="container">
<div class="header-content">
<div class="logo" role="heading" aria-level="1">DataTalks.Club Courses</div>
<nav class="nav" role="navigation" aria-label="Main navigation">
<a href="#courses" class="nav-link" aria-label="View courses">Courses</a>
<a href="#hackathons" class="nav-link" aria-label="View hackathons">Hackathons</a>
<a href="#community" class="nav-link" aria-label="View community">Community</a>
<a href="https://datatalks.club/slack.html" class="nav-link" target="_blank" rel="noopener noreferrer" aria-label="Join Slack community">Join Slack</a>
</nav>
</div>
</div>
</header>
<section class="hero" role="region" aria-labelledby="hero-title">
<div class="container">
<div class="hero-content">
<div class="badge" role="text">Free Education</div>
<h1 class="hero-title" id="hero-title">
Master Data & AI<br>
<span class="hero-subtitle">From Theory to Production</span>
</h1>
<p class="hero-description">
Comprehensive, hands-on courses covering the entire data science and AI spectrum.
Learn from industry experts and join a global community of practitioners.
</p>
<div class="hero-buttons">
<a href="#courses" class="btn btn-primary">Explore Courses</a>
<a href="https://datatalks.club/slack.html" class="btn btn-secondary" rel="noopener noreferrer">Join Community</a>
</div>
<div class="hero-stats">
<div class="stat">
<span class="stat-icon">👥</span>
<span>73,000+ Community Members</span>
</div>
<div class="stat">
<span class="stat-icon">📚</span>
<span>6 Comprehensive Courses</span>
</div>
<div class="stat">
<span class="stat-icon">🌟</span>
<span>100% Free Forever</span>
</div>
</div>
</div>
</div>
</section>
<main id="main-content">
<section id="courses" class="courses-section" aria-labelledby="courses-title">
<div class="container">
<header class="section-header">
<h2 id="courses-title" class="section-title">Our Courses</h2>
<p class="section-subtitle">From data engineering to AI development - we've got you covered</p>
</header>
<div class="courses-grid">
<!-- ML Zoomcamp -->
<article class="course-card-wrapper" aria-labelledby="ml-zoomcamp-title">
<a href="/courses/ml-zoomcamp/" class="course-card-link" aria-describedby="ml-zoomcamp-desc">
<div class="course-card course-upcoming">
<div class="course-content">
<div class="course-badge badge-upcoming">
<time datetime="2025-09">16 Weeks • September 2025</time>
</div>
<h3 id="ml-zoomcamp-title" class="course-title">Machine Learning Zoomcamp</h3>
<p id="ml-zoomcamp-desc" class="course-description">
ML engineering with deployment focus covering regression, classification, deep learning, and practical projects.
</p>
<ul class="course-features" aria-label="Course topics">
<li>ML Fundamentals & Algorithms</li>
<li>Model Deployment & MLOps</li>
<li>Deep Learning & Neural Networks</li>
<li>Real-world Projects</li>
</ul>
</div>
</div>
</a>
<div class="course-actions">
<a href="https://airtable.com/appflP5cuR8bD5MIm/shryxwLd0COOEaqXo" class="enroll-button" aria-label="Register for Machine Learning Zoomcamp">Register Now</a>
</div>
</article>
<!-- Data Engineering Zoomcamp -->
<article class="course-card-wrapper" aria-labelledby="de-zoomcamp-title">
<a href="https://github.com/DataTalksClub/data-engineering-zoomcamp" class="course-card-link" aria-describedby="de-zoomcamp-desc">
<div class="course-card course-upcoming">
<div class="course-content">
<div class="course-badge badge-upcoming">
<time datetime="2026-01">9 Weeks • January 2026</time>
</div>
<h3 id="de-zoomcamp-title" class="course-title">Data Engineering Zoomcamp</h3>
<p id="de-zoomcamp-desc" class="course-description">
Complete data engineering bootcamp covering Docker, SQL, Terraform, GCP, Kafka, and Spark.
</p>
<ul class="course-features" aria-label="Course topics">
<li>Data Warehousing & ETL</li>
<li>Batch & Stream Processing</li>
<li>Cloud Infrastructure (GCP)</li>
<li>Docker & Containerization</li>
</ul>
</div>
</div>
</a>
<div class="course-actions">
<a href="https://airtable.com/appzbS8Pkg9PL254a/shr6oVXeQvSI5HuWD" class="enroll-button" aria-label="Register for Data Engineering Zoomcamp">Register Now</a>
</div>
</article>
<!-- MLOps Zoomcamp -->
<article class="course-card-wrapper" aria-labelledby="mlops-zoomcamp-title">
<a href="https://github.com/DataTalksClub/mlops-zoomcamp" class="course-card-link" aria-describedby="mlops-zoomcamp-desc">
<div class="course-card course-live">
<div class="course-content">
<div class="course-badge badge-live">
<span class="live-indicator" aria-label="Currently live">🔴 LIVE</span>
<span class="duration">9 Weeks</span>
</div>
<h3 id="mlops-zoomcamp-title" class="course-title">MLOps Zoomcamp</h3>
<p id="mlops-zoomcamp-desc" class="course-description">
Production ML systems & best practices including experiment tracking, model deployment, and monitoring.
</p>
<ul class="course-features" aria-label="Course topics">
<li>Model Monitoring & Observability</li>
<li>ML Pipelines & Orchestration</li>
<li>Model Registry & Versioning</li>
<li>Production Deployment</li>
</ul>
</div>
</div>
</a>
<div class="course-actions">
<a href="https://airtable.com/appYdhA23GVZd1iN2/shrCb8y6eTbPKwSTL" class="enroll-button" aria-label="Register for MLOps Zoomcamp">Join Now</a>
</div>
</article>
</div>
<!-- AI Courses Section -->
<section class="ai-courses-group" aria-labelledby="ai-courses-title">
<header class="group-header">
<h2 id="ai-courses-title" class="group-title">
<a href="/courses/ai/" style="color: inherit; text-decoration: none;">AI Development Courses</a>
</h2>
<p class="group-description">Master the latest AI technologies and frameworks with our specialized courses</p>
</header>
<div class="ai-courses-grid">
<!-- LLM Zoomcamp -->
<div class="course-card-wrapper">
<a href="/courses/llm-zoomcamp/" class="course-card-link">
<div class="course-card">
<div class="course-content">
<div class="course-badge">
<span class="live-indicator">🔴 LIVE</span>
<span class="duration">8 Weeks</span>
</div>
<h3 class="course-title">LLM Zoomcamp</h3>
<p class="course-description">
Large Language Models course covering fine-tuning, RAG systems, and LLM application development
</p>
<ul class="course-features">
<li>LLM Fine-tuning</li>
<li>Prompt Engineering</li>
<li>RAG Applications</li>
</ul>
</div>
</div>
</a>
<div class="course-actions">
<a href="https://airtable.com/appPPxkgYLH06Mvbw/shr7WtxHEPXxaui0Q" class="enroll-button">Join Now</a>
</div>
</div>
<!-- Open-Source LLM Zoomcamp -->
<div class="course-card-wrapper">
<a href="https://github.com/DataTalksClub/open-source-llm-zoomcamp" class="course-card-link">
<div class="course-card">
<div class="course-content">
<div class="course-badge">Coming Soon</div>
<h3 class="course-title">Open-Source LLM Zoomcamp</h3>
<p class="course-description">
Hands-on course focused on open-source LLM tools, local deployment, and cost-effective AI solutions
</p>
<ul class="course-features">
<li>Open-Source Models</li>
<li>Model Optimization</li>
<li>Efficient Deployment</li>
</ul>
</div>
</div>
</a>
<div class="course-actions">
<a href="https://airtable.com/apprlTIMJPOWhp2Kr/shrYO3Dcm6RN9f4Ko" class="enroll-button">Join Waitlist</a>
</div>
</div>
<!-- AI Dev Tools Zoomcamp -->
<div class="course-card-wrapper">
<a href="/courses/ai-dev-tools-zoomcamp/" class="course-card-link">
<div class="course-card">
<div class="course-content">
<div class="course-badge">Coming Soon</div>
<h3 class="course-title">AI Dev Tools Zoomcamp</h3>
<p class="course-description">
A course that teaches you how to leverage AI tools to accelerate and improve your coding workflow.
</p>
<ul class="course-features">
<li>AI System Design</li>
<li>Development Workflows</li>
<li>Tool Integration</li>
</ul>
</div>
</div>
</a>
<div class="course-actions">
<a href="https://airtable.com/appJRFiWKHBgmEt70/shrpw7rk55Ewr1jCG" class="enroll-button">Join Waitlist</a>
</div>
</div>
</div>
</section>
<!-- Stock Markets Analytics Zoomcamp -->
<section class="finance-course" style="margin-top: 3rem;" aria-labelledby="finance-course-title">
<article class="course-card-wrapper" style="max-width: 400px;" aria-labelledby="stock-markets-title">
<a href="https://github.com/DataTalksClub/stock-markets-analytics-zoomcamp" class="course-card-link" aria-describedby="stock-markets-desc">
<div class="course-card">
<div class="course-content">
<div class="course-badge">
<time datetime="2025-04">8 Weeks • April 2025</time>
</div>
<h3 id="stock-markets-title" class="course-title">Stock Markets Analytics Zoomcamp</h3>
<p id="stock-markets-desc" class="course-description">
Financial data analysis and algorithmic trading strategies using Python and modern analytics tools.
</p>
<ul class="course-features" aria-label="Course topics">
<li>Market Analysis</li>
<li>Trading Strategies</li>
<li>Risk Management</li>
</ul>
</div>
</div>
</a>
<div class="course-actions">
<a href="https://pythoninvest.com/course" class="enroll-button" aria-label="Register for Stock Markets Analytics Zoomcamp">Register Now</a>
</div>
</article>
</section>
</div>
</section>
<!-- Hackathons Section -->
<section id="hackathons" class="hackathons-section section" aria-labelledby="hackathons-title">
<div class="container">
<header class="section-header">
<h2 id="hackathons-title" class="section-title">Hackathons & Competitions</h2>
<p class="section-subtitle">Test your skills and compete with fellow data professionals</p>
</header>
<div class="hackathons-grid">
<!-- DataTalks.Club Summer 2025 AI Hackathon -->
<article class="hackathon-card" aria-labelledby="llm-hackathon-title">
<div class="hackathon-badge badge-registration-open">9-Week Build Sprint</div>
<h3 id="llm-hackathon-title" class="hackathon-title">DataTalks.Club Summer 2025 AI Hackathon</h3>
<p class="hackathon-description">
A 9-week project-building experience where you'll create LLM-powered applications for the DataTalks.Club community. Build tools that solve real problems while gaining hands-on experience with cutting-edge AI technology.
</p>
<ul class="hackathon-highlights" aria-label="Hackathon highlights">
<li>9-week extended development period</li>
<li>$250 AWS credits for winners</li>
<li>Portfolio-ready capstone project</li>
<li>Community impact & recognition</li>
</ul>
<div class="hackathon-actions">
<a href="https://airtable.com/appjxMzaGej3KHwEh/shr12Sx3SGsStvjEd" class="hackathon-button btn-primary" aria-label="Submit your idea for DataTalks.Club Summer 2025 AI Hackathon">Submit Idea</a>
<a href="https://airtable.com/appjxMzaGej3KHwEh/shrowDls9bJ04ncxw" class="hackathon-button btn-primary" aria-label="Register for DataTalks.Club Summer 2025 AI Hackathon">Join Hackathon</a>
<a href="https://github.com/DataTalksClub/llm-zoomcamp/tree/main/cohorts/2025/hackathon" class="hackathon-button btn-secondary" aria-label="View LLM Hackathon details" rel="noopener noreferrer">View Details</a>
</div>
</article>
<!-- MLOps Zoomcamp Competition -->
<article class="hackathon-card" aria-labelledby="mlops-competition-title">
<div class="hackathon-badge badge-partner">June-August 2025</div>
<h3 id="mlops-competition-title" class="hackathon-title">MLOps Zoomcamp Competition</h3>
<p class="hackathon-description">
Build either a deceptive chatbot or a bot-detection classifier. Unlike traditional ML competitions, this emphasizes the complete MLOps lifecycle from development to deployment and monitoring.
</p>
<ul class="hackathon-highlights" aria-label="Competition highlights">
<li>Complete MLOps lifecycle practice</li>
<li>$500 AWS vouchers for top 10</li>
<li>Bot vs Classifier challenges</li>
<li>Real-world deployment experience</li>
</ul>
<div class="hackathon-actions">
<a href="https://youare.bot/" class="hackathon-button btn-primary" aria-label="Register your bot or classifier for MLOps Competition">Register Bot/API</a>
<a href="https://github.com/DataTalksClub/mlops-zoomcamp/tree/main/cohorts/2025/competition" class="hackathon-button btn-secondary" aria-label="View MLOps Competition details" rel="noopener noreferrer">View Details</a>
</div>
</article>
</div>
</div>
</section>
<section id="community" class="section section-gray" aria-labelledby="community-title">
<div class="container">
<header class="section-header">
<h2 id="community-title" class="section-title" style="font-size: 2.5rem; font-weight: 700; color: #111827; text-align: center; margin-bottom: 1rem;">Join Our Community</h2>
<p class="section-subtitle" style="font-size: 1.125rem; color: #4B5563; text-align: center; margin-bottom: 3rem; max-width: 640px; margin-left: auto; margin-right: auto;">Learn, share, and grow with fellow data practitioners</p>
</header>
<div class="community-benefits" style="max-width: 640px; margin: 0 auto; display: flex; flex-direction: column; gap: 1.5rem;">
<div class="benefit-item" style="display: flex; align-items: flex-start; gap: 1rem;">
<div class="benefit-icon" style="background: #EEF2FF; border-radius: 12px; padding: 12px; color: #4338CA;">
🎓
</div>
<div>
<h3 style="font-size: 1.25rem; font-weight: 600; color: #111827; margin: 0 0 0.5rem 0;">Free Education</h3>
<p style="color: #4B5563; margin: 0; line-height: 1.5;">All courses are completely free and open to everyone</p>
</div>
</div>
<div class="benefit-item" style="display: flex; align-items: flex-start; gap: 1rem;">
<div class="benefit-icon" style="background: #EEF2FF; border-radius: 12px; padding: 12px; color: #4338CA;">
👥
</div>
<div>
<h3 style="font-size: 1.25rem; font-weight: 600; color: #111827; margin: 0 0 0.5rem 0;">Active Community</h3>
<p style="color: #4B5563; margin: 0; line-height: 1.5;">Learn with peers and get support when you need it</p>
</div>
</div>
<div class="benefit-item" style="display: flex; align-items: flex-start; gap: 1rem;">
<div class="benefit-icon" style="background: #EEF2FF; border-radius: 12px; padding: 12px; color: #4338CA;">
📚
</div>
<div>
<h3 style="font-size: 1.25rem; font-weight: 600; color: #111827; margin: 0 0 0.5rem 0;">Practical Learning</h3>
<p style="color: #4B5563; margin: 0; line-height: 1.5;">Hands-on projects and real-world applications</p>
</div>
</div>
</div>
<div style="text-align: center; margin-top: 3rem;">
<a href="https://datatalks.club/slack.html" class="join-button" style="display: inline-block; background: #4338CA; color: white; padding: 12px 24px; border-radius: 8px; text-decoration: none; font-weight: 500; transition: all 0.2s;" aria-label="Join DataTalks.Club Slack Community" rel="noopener noreferrer">Join Our Slack Community</a>
</div>
</div>
</section>
</main>