Azure Machine Learning and PyTorch Lightning

[Lee Stott]

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