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AI for Developers

Distributed Training for AI Models

Topics Covered

Level :

Expert

Training with GPUs/TPUs, DeepSpeed, Horovod

Course Summary

Learn to train AI models efficiently across distributed environments.

Course Description

Gain expertise in using distributed frameworks to scale training jobs. You'll work with DeepSpeed, Horovod, and multi-GPU/TPU setups to accelerate experimentation and reduce training time.

Learning Modules

Module 1: Distributed Concepts: Architecture and synchronization strategies
Module 2: Hands-on with Frameworks: Training with DeepSpeed and Horovod.
Module 3: Optimization: Monitor, debug, and tune distributed workflows.

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