AutoML and AutoGluon in AWS
Speaker: Kunal Batra , AWS
- AutoML20: AutoML and AutoGluon in AWS ( Download)
- AutoML using AutoGluon ( Download)
- AutoGluon Overview ICML'20 Workshop ( Download)
- SageMaker Fridays Season 4, Episode 11 - Using AutoML to build an image classification model ( Download)
- SageMaker Fridays Season 4, Episode 12 - Using AutoML to build an multimodal classification model ( Download)
- Demonstration of ML trained using Autogluon previously on AWS ( Download)
- S23 Machine Learning Wizardry: AWS AutoML Workshop 🧙♀️🚀 ( Download)
- Tutorial 1: AutoML with Tabular data - Using AutoGluon (KDD 2020) ( Download)
- Create Machine Learning Models in Minutes Using AutoML - AWS Online Tech Talks ( Download)
- Tutorial 5: AutoML with Image data - Using AutoGluon (KDD 2020) ( Download)
- Tutorial 8: AutoML with Text data - Using AutoGluon (KDD 2020) ( Download)
- SageMaker Fridays Season 3, Episode 7 - Building models automatically with AutoML ( Download)
- AWS re:Invent 2019 Launchpad | SageMaker Autopilot ( Download)
- [AUTOML23] AutoGluon v1.0 – Shattering the AutoML Ceiling ( Download)
- AWS re:Invent 2021 - A deeper look at SageMaker Canvas ( Download)
