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Apache Toree for Machine Learning

Overview

Skills Needed

Learn machine learning with Apache Toree. Explore MLlib, pipelines, and model deployment. Enroll now!

  • Intermediate knowledge of Apache Toree fundamentals
  • Understanding of machine learning concepts

Outline

  • Introduction to Machine Learning with Apache Toree
  • Feature Engineering and Preprocessing
  • Building ML Pipelines with Toree
  • Model Training and Evaluation
  • Hyperparameter Tuning for Toree ML Models
  • Model Deployment with Toree Serving
  • Scalable Model Serving with Toree and Spark
  • Toree Integration with Data Science Tools
  • Real-world Machine Learning Applications
  • Best Practices for ML with Apache Toree
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