AI & Machine Learning on HPC Clusters: Step-by-Step Tutorial
Welcome to Sys Techs!
In this video, we’ll guide you through a step-by-step process of setting up and running your machine learning and AI tasks on a High-Performance Computing (HPC) cluster. Whether you're a beginner in AI or looking to expand your knowledge of HPC, this tutorial covers everything you need to get started.
What you'll learn:
How to download the right software to connect to an HPC cluster
How to use SFTP clients to upload code, datasets, and other resources to the cluster
Creating and activating your job environment for running AI tasks
Understanding and leveraging idle nodes on the cluster
Writing a shell script for submitting machine learning jobs
Monitoring job progress and managing resources efficiently
This tutorial is perfect for anyone looking to kickstart their practical AI journey using HPC clusters. By the end of this video, you'll have the tools to submit and manage machine learning tasks like a pro!
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