5 Free Zoomcamps From Data Pipelines to AI Agents

One of my favorite things about DataTalks.Club Zoomcamps is that they are completely free and community-driven. Different Zoomcamp cohorts run throughout the year, covering areas such as data engineering, machine learning, MLOps, LLMs, and AI development. When a cohort is active, you can learn alongside other participants, follow deadlines, complete homework and projects, and participate in the DataTalks.Club community instead of learning everything alone. The course materials also remain available on GitHub, so you can take them at your own pace.

In this article, we will explore five free DataTalks.Club Zoomcamps that can help you learn data engineering, machine learning engineering, MLOps, LLM application development, and AI-assisted software development.

1. Data Engineering Zoomcamp

The Data Engineering Zoomcamp is a free nine-week course that teaches you how to build an end-to-end data pipeline from scratch.

You will work with technologies such as Docker, PostgreSQL, Terraform, Kestra, BigQuery, dbt, DuckDB, Bruin, Spark, and Kafka while learning data warehousing, workflow orchestration, analytics engineering, batch processing, and streaming. The course finishes with a project where you put these concepts together into a complete data engineering pipeline.

I like this course because you are not just learning individual data tools. You get to see how these technologies connect to form a modern data engineering stack.

2. Machine Learning Zoomcamp

The Machine Learning Zoomcamp takes you from learning core machine learning concepts to actually deploying machine learning applications.

You will learn regression, classification, model evaluation, decision trees, ensemble methods, deep learning, and deployment, while working with technologies such as Docker, FastAPI, Kubernetes, and AWS Lambda.

The course can be completed independently, or you can join a live cohort when one is running. The 2026 cohort, for example, starts on September 14, 2026.