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Best data engineering courses

Data engineering courses cover building the pipelines that move and prepare data: ETL, Apache Spark, Airflow, Kafka, warehouses and lakehouses on Databricks, Snowflake, Azure, AWS and Google Cloud. The courses below are the strongest data engineering matches in this library, ranked by relevance.

Updated · 20 items · catalogs from Udemy, Coursera, O'Reilly and 365 Data Science

#CourseProviderPricingSkills covered
1Databricks Certified Machine Learning Professional Exam PrepUdemyPaiddatabricks, machine learning, ai, lakehouse, data engineering
2AI-Ready Data Engineering: Pipelines for RAG & AgentsUdemyPaidai, data engineering, rag, embeddings, snowflake
3DataBricks Machine Learning Associate Practice Tests 2026UdemyPaiddatabricks, machine learning, lakehouse, data science, mlflow
4Databricks Generative AI Engineer Associate Practice ExamsUdemyPaiddatabricks, generative ai, lakehouse, ai, mlflow
5Databricks Generative AI Engineer Associate Practice TestsUdemyPaiddatabricks, generative ai, ai, lakehouse, machine learning
6Master Retrieval Augmented Generation & Data PipelinesUdemyPaidretrieval augmented generation, ai, rag, ai automation, data pipeline
7Databricks Generative AI Engineer Associate Practice ExamsUdemyPaiddatabricks, generative ai, lakehouse, machine learning, ai
8ChatGPT for Data EngineersUdemyPaidchatgpt, data engineering, generative ai, chatbot, large language model
9Google Cloud Professional Machine Learning Practice ExamsUdemyPaidmachine learning, responsible ai, bigquery, dataflow, ai
10Databricks - Generative AI Engineer - Test Exam 100% RealUdemyPaiddatabricks, generative ai, lakehouse, large language model, llm
11OpenAI Codex Full Course 2026: AI Coding, Automation, AgentsUdemyPaidopenai codex, ai, ai agent, pyspark, etl
12Databricks GenAI Associate ─ 1500 Certified Exam QuestionsUdemyPaiddatabricks, genai, generative ai, llm, embeddings
13Databricks Certified Generative AI Engineer Practice SetsUdemyPaiddatabricks, generative ai, ai, machine learning, natural language processing
14Databricks Certified Machine Learning Practice ExamsUdemyPaiddatabricks, machine learning, lakehouse, ai, model deployment
15Databricks Machine Learning Professional-Practice Exams 2026UdemyPaiddatabricks, machine learning, lakehouse, mlflow, mlops
16LLM Optimization & EvaluationCoursera · CourseraPartially Freellm, large language model, mlops, data pipeline, apache airflow
17Exam Databricks Certified Generative AI Engineer AssociateUdemyPaiddatabricks, generative ai, llm, rag, langchain
18GCP Professional Machine Learning Engineer Practice ExamsUdemyPaidmachine learning, artificial intelligence, google cloud platform, bigquery, dataflow
19Build Spark Machine Learning and Analytics (5 Projects)UdemyPaidmachine learning, big data, apache spark, databricks
20Databricks Certified Machine Learning Professional Exam PrepUdemyPaiddatabricks, machine learning, lakehouse, feature engineering, mlflow

Frequently asked questions

Which platform has the most data engineering courses?

Among the 20 courses in this guide: Udemy (19), Coursera (1). Every course page links to the provider, where the current price and enrollment terms are shown.

Are any of these data engineering courses free?

None of the 20 courses has a zero list price in the provider catalog. Coursera courses can often be audited at no cost, and O'Reilly and 365 Data Science are subscriptions.

How were these courses chosen?

From the 4,713 artificial intelligence and data science course pages in this library, selected by the relevance score that drives every page here. A course qualifies when its title or description names one of these skills: apache airflow, apache kafka, apache spark, aws data engineer, azure data factory, bigquery, data engineering, data lake, data pipeline, data warehouse, databricks, dataflow, etl, lakehouse, microsoft fabric, pyspark, snowflake. Courses matching more of them rank first. Catalogs were downloaded on 2026-10-22.

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