Training Models on the Cloud without Changing Code - GRID.AI
Offered By: MLOps World: Machine Learning in Production via YouTube
Course Description
Overview
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
Related Courses
Deep Learning with PyTorch for Medical Image AnalysisUdemy Understanding the Machine Learning Process and Embedding Models into Apps
Microsoft via YouTube Supercharge Your Training With PyTorch Lightning and Weights & Biases
Weights & Biases via YouTube Building a GAN From Scratch With PyTorch - Theory + Implementation
AssemblyAI via YouTube Multi-Label Classification on Unhealthy Comments - Finetuning RoBERTa with PyTorch - Coding Tutorial
rupert ai via YouTube