Apache Spark for Data Engineering and Machine Learning

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Module 1 – Spark for Data Engineering

  • Spark Structured Streaming

  • GraphFrames on Apache Spark

  • ETL Workloads

  • Hands-on Lab: ETL for ML Pipelines

Module 2 – Spark ML for Machine Learning

  • Spark ML Fundamentals

  • Spark ML Regression and Classification

  • Spark ML Clustering

Module 3 – Final Project

o Lab: Setup & Practice Assignment

o Project Overview

o Lab: Final Assignment Project

o Project Submission & Grading

  • Final Quiz

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