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Spark

Track :

Programming

Lessons no : 8

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What will you learn in this course?
  • Master data processing and transformation using Apache Spark for scalable big data analytics and machine learning applications
  • Implement Spark SQL and DataFrame APIs to efficiently query and analyze large datasets in real-world scenarios
  • Develop and optimize Spark pipelines for data engineering tasks, ensuring high performance and reliability
  • Apply Spark MLlib to build, evaluate, and deploy machine learning models on big data platforms
  • Utilize Spark Streaming for real-time data processing and analytics in dynamic environments
  • Troubleshoot and fine-tune Spark applications to enhance performance and resource utilization in diverse computing environments

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Lessons | 8

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Snehal Ambade

Good course
2023-09-06

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Apache Spark is a multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters.