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THE FIRST COLLECTIONDelta Lake is an open-source storage framework enabling Lakehouse architecture. It integrates with compute engines like Spark, PrestoDB, Flink, Trino, and Hive, offering ACID transactions, time travel, and schema evolution for reliable data management.
Redash is a browser-based data exploration and visualization tool that allows users to query, visualize, and share data from various SQL and NoSQL sources.
SQLGlot is a pure‑Python SQL parser, transpiler, optimizer, and engine that supports over 30 dialects, enabling formatting, cross‑dialect translation, AST manipulation, and optional C‑extension acceleration for fast SQL processing.
Eclipse Deeplearning4J (DL4J) is a JVM-based deep learning ecosystem supporting Java, Scala, Kotlin, and more. It includes model import from Keras, TensorFlow, ONNX; ND4J for linear algebra; SameDiff for automatic differentiation; DataVec for ETL; and runs on CPU/GPU across Windows, Linux, macOS.
A runnable local real-time analytics pipeline using Kafka-compatible broker (Redpanda) and PySpark Structured Streaming. Simulates clickstream events, performs windowed aggregation with watermarking, all via docker-compose.
Apache Spark is a unified analytics engine designed for large-scale data processing, offering high-level APIs and an optimized engine for general computation graphs.
