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Related lectures (24)
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Introduction to Spark Runtime Architecture
Covers the Spark runtime architecture, including RDDs, transformations, actions, and caching for performance optimization.
General-Purpose Distributed Execution System
Explores the design of a general-purpose distributed execution system, covering challenges, specialized frameworks, decentralized control logic, and high-performance shuffle.
Data Wrangling with Hadoop
Covers data wrangling techniques using Hadoop, focusing on row versus column-oriented databases, popular storage formats, and HBase-Hive integration.
Abstract algebra and type classes
Covers abstract algebra concepts using type classes in Scala, including defining monoids, generalizing reduce functions, and typeclass laws.
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