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It's Your Data, Master It.
Apache Spark for Machine Learning
Overview
Skills Needed
Learn machine learning with Apache Spark. Explore MLlib, pipelines, and model deployment. Enroll now!
Intermediate knowledge of Apache Spark fundamentals
Understanding of machine learning concepts
Outline
Introduction to Machine Learning with Apache Spark
Feature Engineering and Preprocessing
Building ML Pipelines with Spark MLlib
Model Training and Evaluation
Hyperparameter Tuning for Spark ML Models
Model Deployment with Spark Serving
Scalable Model Serving with TensorFlow and Spark
Spark Integration with Data Science Tools
Real-world Machine Learning Applications
Best Practices for ML with Apache Spark
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