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Training Models on the Cloud without Changing Code - GRID.AI

Offered By: MLOps World: Machine Learning in Production via YouTube

Tags

Machine Learning Courses Cloud Computing Courses MLOps Courses Hyperparameter Optimization Courses GPU Computing Courses Distributed Computing Courses JupyterLab Courses SSH Courses PyTorch-Lightning Courses

Course Description

Overview

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Learn how to train machine learning models on the cloud effortlessly in this 35-minute conference talk from MLOps World: Machine Learning in Production. Discover the power of Grid AI as William Falcon, Founder & CEO and Creator of PyTorch Lightning, demonstrates how to streamline the entire process from model development to hyperparameter sweeps without modifying your code. Explore the general workflow of research, starting with hypothesis creation in JupyterLab or SSH, and progressing to large-scale network training using multiple GPUs simultaneously. Gain insights into automating engineering tasks, allowing you to focus solely on machine learning and overcome infrastructure bottlenecks.

Syllabus

Training Models on the Cloud without Changing a Single Line of Code with GRID.AI


Taught by

MLOps World: Machine Learning in Production

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