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Advanced Machine Learning with Spark 2 x

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Track :

Programming

Lessons no : 6

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What will you learn in this course?
  • Master advanced machine learning techniques using Spark's MLlib for scalable big data analytics and predictive modeling
  • Implement Spark streaming and SQL modules to process real-time data and perform complex data analysis tasks
  • Optimize Spark machine learning workflows for performance, scalability, and accuracy in large-scale data environments
  • Apply graph processing capabilities in Spark to analyze network data, social graphs, and complex relationships
  • Utilize Spark's integrated tools for data preprocessing, feature engineering, and model evaluation in machine learning projects
  • Troubleshoot and debug Spark ML pipelines to ensure reliable, efficient, and accurate machine learning solutions

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Lessons | 6


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Muhammad iftikhar khan

Good 2025-02-25

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Apache Spark is known as a fast, easy-to-use and general engine for big data processing that has built-in modules for streaming, SQL, Machine Learning (ML) and graph processing.