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It's Your Data, Master It.
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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