PyData Seattle 2023 Workshop Hands-on Notebook

AutoGluon Tabular Section

Topic	Notebook	Google Colab	SageMaker Studio Lab
Tabular Quickstart	tabular-quickstart.ipynb
Tabular In-Depth	tabular-indepth.ipynb

AutoGluon Multimodal Section

Topic	Notebook	Google Colab	SageMaker Studio Lab
Multimodal Classification	beginner_multimodal.ipynb
Object Detection	detection_high_performance_finetune_coco.ipynb
Named Entity Recognition	ner.ipynb
Text-Text Matching	text2text_matching.ipynb
Image-Text Matching	image_text_matching.ipynb

AutoGluon EDA Section

Topic	Notebook	Google Colab	SageMaker Studio Lab
Dataset Overview	eda-auto-dataset-overview.ipynb
Target Analysis	eda-auto-target-analysis.ipynb
Quick Fit	eda-auto-quick-fit.ipynb
Anomaly Detection	eda-auto-anomaly-detection.ipynb
Covariate Shift	eda-auto-covariate-shift.ipynb
Feature Interaction	eda-auto-analyze-interaction.ipynb