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Top 8 Data Engineering Books [Beginners to Advanced]

Knowledge Hut

Key Benefits and Takeaways: Understand data intake strategies and data transformation procedures by learning data engineering principles with Python. Investigate alternative data storage solutions, such as databases and data lakes. Key Benefits and Takeaways: Learn the core concepts of big data systems.

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The Evolution of Table Formats

Monte Carlo

Apache ORC (Optimized Row Columnar) : In 2013, ORC was developed for the Hadoop ecosystem to improve the efficiency of data storage and retrieval. This development was crucial for enabling both batch and streaming data workflows in dynamic environments, ensuring consistency and durability in big data processing.

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Scala Vs Python Vs R Vs Java - Which language is better for Spark & Why?

Knowledge Hut

Java does not support Read-Evaluate-Print-Loop (REPL), which is a major deal-breaker when choosing a programming language for big data processing. Initially, it was designed to respond to the ABC programming language and later gained popularity as a functional language in a big data world. Scala is a highly Scalable Language.

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Turning Streams Into Data Products

Cloudera

Use cases like fraud detection, network threat analysis, manufacturing intelligence, commerce optimization, real-time offers, instantaneous loan approvals, and more are now possible by moving the data processing components up the stream to address these real-time needs. .

Kafka 93