Data Preprocessing
Revision as of 07:59, 16 February 2019 by BPeat (talk | contribs) (BPeat moved page Data Preprocessing & Feature Exploration/Learning to Data Preprocessing without leaving a redirect)
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- Datasets
- Batch Norm(alization) & Standardization
- Data Preprocessing & Feature Exploration/Learning
- Hyperparameters
- Data Augmentation
- Visualization
- Master Data Management (MDM) / Feature Store / Data Lineage / Data Catalog
- Data Cleaning Challenge: .json, .txt and .xls | Rachael Tatman
- The Passenger Screening Kaggle challenge 1st place solution was won in part due to data preparation/generation.
- Notes on Feature Preprocessing: The What, the Why, and the How | Matthew Mayo - KDnuggets
Splitting Data - training and testing sets
Sparse Coding - Feature extraction
