Difference between revisions of "Data Preprocessing"
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== Time-Series Data == | == Time-Series Data == | ||
| + | * [http://primo.ai/index.php?title=PRIMO.ai&action=edit§ion=19 Time-based Algorithms] | ||
| + | * [http://blog.netsil.com/a-comparison-of-time-series-databases-and-netsils-use-of-druid-db805d471206 A Comparison of Time Series Databases and Netsil’s Use of Druid | Netsil] | ||
| + | * [http://azure.microsoft.com/en-us/blog/microsoft-announces-the-general-availability-of-azure-time-series-insights/ Microsoft announces the general availability of Azure Time Series Insights | Ryan Waite - Microsoft] | ||
| + | * [http://www.outlyer.com/blog/top10-open-source-time-series-databases/ Top 10 Time Series Databases | Outlyer] | ||
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| + | <youtube>SgD3RD2Shg4</youtube> | ||
<youtube>eQKbbCg0NqE</youtube> | <youtube>eQKbbCg0NqE</youtube> | ||
<youtube>7hxXU9dceaE</youtube> | <youtube>7hxXU9dceaE</youtube> | ||
| + | <youtube>HB9bG3Qcvq8</youtube> | ||
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| + | http://azurecomcdn.azureedge.net/mediahandler/acomblog/media/Default/blog/578a09a1-f144-4a62-98cb-e6e3ed774817.png | ||
Revision as of 15:31, 24 February 2019
YouTube search... ...Google search
- 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.
- Datasets
- Batch Norm(alization) & Standardization
- Feature Exploration/Learning
- Hyperparameters
- Data Augmentation
- Visualization
- Master Data Management (MDM) / Feature Store / Data Lineage / Data Catalog
Splitting Data - training and testing sets
Time-Series Data
- Time-based Algorithms
- A Comparison of Time Series Databases and Netsil’s Use of Druid | Netsil
- Microsoft announces the general availability of Azure Time Series Insights | Ryan Waite - Microsoft
- Top 10 Time Series Databases | Outlyer
