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Distributed Machine Learning with Apache Nemo

Overview

Skills Needed

Learn to build distributed machine learning models with Apache Nemo. Explore TensorFlow, PyTorch, and more. Enroll now!

  • Intermediate knowledge of Apache Nemo fundamentals
  • Familiarity with machine learning concepts

Outline

  • Introduction to Distributed Machine Learning
  • Scaling ML Models with Apache Nemo
  • TensorFlow Integration with Nemo
  • PyTorch Integration with Nemo
  • Distributed Training Strategies
  • Model Deployment and Inference
  • Hyperparameter Tuning Techniques
  • Transfer Learning with Nemo
  • Federated Learning in Distributed Environments
  • Best Practices for Distributed ML with Apache Nemo
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