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Introduction to Apache Submarine for Beginners

Overview

Skills Needed

Learn Apache Submarine fundamentals for distributed training. Explore model parallelism, data parallelism, and more. Enroll now!

  • Basic knowledge of deep learning concepts
  • Familiarity with distributed computing

Outline

  • Introduction to Apache Submarine
  • Understanding Model Parallelism
  • Exploring Data Parallelism Techniques
  • Setting up Apache Submarine Environment
  • Distributed Model Training with Apache Submarine
  • Model Optimization Strategies
  • Monitoring and Debugging Distributed Training
  • Scaling Deep Learning Workloads
  • Apache Submarine Integration with Kubernetes
  • Best Practices for Apache Submarine Usage
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