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Big Data with Pandas, Polars & PySpark
Learn to handle vast datasets, perform complex data transformations, and optimize your big data analytics workflow efficiently!
Unleash the power of big data analytics with our 'Handling Big Data with Pandas, Polars, and PySpark' guide. This comprehensive resource explores the integration of Python's most potent data processing libraries with Apache Spark’s robust analytics engine. Gain proficiency in managing large datasets with Pandas, enhance execution with Polars’ lazy evaluation, and scale data processing across clusters using PySpark. From foundational techniques to advanced data manipulation and performance optimization, this guide provides all the tools necessary for transforming big data into actionable insights.
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