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Apache Spark
Apache · Data Engineering & Analytics
Standalone Spark cluster for batch and streaming data-processing practice.
What you get
A running Spark cluster with sample datasets — practice DataFrame APIs, Spark SQL, structured streaming and performance tuning across a small cluster.
sparkbig datadata engineering
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Apache Airflow
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Airflow instance for building and scheduling data pipelines (DAGs).
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Apache Kafka
Apache
Kafka cluster with sample topics for event-streaming practice.
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Databricks Sandbox (Azure, GCP & AWS)
Databricks
Multi-cloud Databricks workspace — choose Azure, GCP or AWS as the host cloud.
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