DataTalksClub ORG

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼

Free nine-week course teaching data pipeline fundamentals: Docker, Terraform, workflow orchestration, BigQuery, dbt, Spark, and Kafka for aspiring data engineers.

Free MLOps course from DataTalks.Club

Free nine-week self-paced course teaching how to take an ML model from notebook to production, covering experiment tracking, deployment, monitoring and CI/CD.

Learn ML engineering for free in 4 months! Register here 👇🏼

Machine Learning Zoomcamp is a free four-month course teaching ML engineering from scratch, regression through deep learning, and how to deploy models with Docker, FastAPI, and Kubernetes.

LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base.

AI Dev Tools Zoomcamp is a free course that helps you use AI tools to write better code, faster. We're starting the first cohort of this course on November 18, 2025! Sign up here to join us 👇🏼

Course Materials for Analytics in Stock Markets Zoomcamp

Learn by doing: DIY project groups at DataTalks.Club

A list of awesome data podcasts

The web page for DataTalks.Club, a global online community of data enthusiasts

Backup for NYC TLC data for the DE Zoomcamp course

A free mini-course about Open-Source LLMs

Learning paths for data roles

Django-based course management platform for Zoomcamps

Data analytics interview questions and answers

Public data and analytics for our open course

The getting started notebook for the DTC Zoomcamp Q&A challenge

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Notes from our NLP reading club!

A starter notebook for the Kitchenware classification competition on Kaggle

The code from the whylogs workshop in DataTalks.Club on 29 March 2022

Saturn Cloud starter code for LLM Zoomcamp

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This project aims to generate structured PDF reports from podcast interviews, highlighting key takeaways, quotes, and insights. The goal is to create shareable and accessible summaries for a broader audience.

The DTC website in Django

FAQ for Zoomcamp courses

The Au-Tomator Slack bot as an AWS Lambda function

A project to automate carousel creation

Django mailing service for audiences, campaigns, transactional email, and engagement tracking

Simplified FAQ assistant for DataTalks.Club

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DataTalks.Club sponsorship media kit (Jekyll + rustkyll, GitHub Pages)

Shared template and reference for DataTalks.Club zoomcamps: structure spec, README templates, and collected helper scripts

Workshop starter with auto-refreshing AWS credentials for GitHub Codespaces

Workshop starter with auto-refreshing AWS credentials for GitHub Codespaces

Hosting our survey results