databricks/LearningSparkV2 resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1399 stars · 797 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

The official companion repository for the book 'Learning Spark: Lightning-Fast Data Analytics, 2nd Edition', containing example Spark applications and notebooks. It provides buildable Scala JARs per chapter plus Databricks-style notebooks covering Spark SQL, structured streaming, MLlib, Delta Lake, and MLflow.

Use cases

• learn apache spark from scratch
• find spark structured streaming examples
• study spark sql code samples
• learn mllib machine learning with spark
• get working examples of delta lake and mlflow
• follow along with the learning spark book exercises

When to choose

• you are reading Learning Spark 2nd Edition and want its runnable code
• you want curated, book-quality examples of Spark SQL, streaming, and MLlib
• you prefer learning via notebooks or standalone spark-submit applications

When to avoid

• you need production-ready Spark tooling rather than educational examples
• you want comprehensive documentation instead of book companion code
• you need a maintained library with an API to depend on

Facets

learning-resource · maturity active

data-science machine-learning streaming etl big-data tutorials data-science jvm python cross-platform apache-spark spark-sql structured-streaming mllib delta-lake mlflow book-examples scala notebooks data-engineering

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markdown · JSON · MCP: product_card(name="databricks/LearningSparkV2")