Difference between revisions of "Data Preprocessing"
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|description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools | |description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools | ||
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| − | [http://www.youtube.com/results?search_query=Data+Preprocessing | + | [http://www.youtube.com/results?search_query=Data+Preprocessing+machine+learning+ML YouTube search...] |
| − | [http://www.google.com/search?q=Data+Preprocessing | + | [http://www.google.com/search?q=Data+Preprocessing+machine+learning+ML ...Google search] |
* [[Datasets]] | * [[Datasets]] | ||
* [[Batch Norm(alization) & Standardization]] | * [[Batch Norm(alization) & Standardization]] | ||
| − | * [[ | + | * [[Feature Exploration/Learning]] |
* [[Hyperparameters]] | * [[Hyperparameters]] | ||
* [[Data Augmentation]] | * [[Data Augmentation]] | ||
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<youtube>3EuqjW4QbRA</youtube> | <youtube>3EuqjW4QbRA</youtube> | ||
<youtube>Lh1dxgxk7dw</youtube> | <youtube>Lh1dxgxk7dw</youtube> | ||
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Revision as of 07:08, 16 February 2019
YouTube search... ...Google search
- Datasets
- Batch Norm(alization) & Standardization
- 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
