Azure Machine Learning and PyTorch Lightning

Microsoft

Nov 27, 2020

This session focuses on Machine Learning and the integration of Azure Machine Learning and PyTorch Lightning, as well as learning more about Natural Language Processing.

This session speakers are:

Aaron (Ari) Bornstein - an Senior Cloud Advocate, specializing in AI and ML, he collaborates with the Israeli Hi-Tech Community, to solve real world problems with game changing technologies that are then documented, open sourced, and shared with the rest of the world.
Tal Baumel - a PhD graduate from the Computer Science department at Ben Gurion University. Tal worked on the Natural Language Processing Project under the supervision of Professor Michael Elhadad - focusing on automatic summarization. Tal is now working as a data scientist for Microsoft on Conversation Intelligence in Dynamics 365 Sales Insights.

Watch the video here:

Resources from the session

Resource	URL
Training Your First Distributed PyTorch Lightning Model with Azure ML	https://aka.ms/cs-pytorch-azureml
Configuring Native Azure ML Logging with PyTorch Lightning	https://aka.ms/cs-aml-pytorch-config
Multi Node Distributed Training with PyTorch Lightning & Azure ML	https://aka.ms/cs-aml-distributedtraining
Train with PyTorch Lightning - GitHub Repo	https://aka.ms/cs-aml-pytorch-repo
PyTorch Lightning Tutorials	https://pytorchlightning.ai/tutorials
Azure Machine Learning Documentation	https://aka.ms/cs-aml
Azure Machine Learning - Microsoft Learning Path	https://aka.ms/cs-aml-path
Visual Studio Code Documentation	https://code.visualstudio.com/docs
Azure Machine Learning Studio	https://aka.ms/cs-aml-studio
Azure for Students	https://aka.ms/azure4students
PyTorch Lightning Documentation	https://pytorch-lightning.readthedocs.io
PyTorch Lightning Website	https://aka.ms/pytorchlightning.ai
PyTorch Lightning Bolts - GitHub Repo	https://github.com/pytorchlightning/pytorch-lightning-bolts