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DS HUB, AutoEDA, Transform plugins, Feature suggest, Dataset listing,…
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EDA(dataset info)
Main tasks
- Field level coverage
- Field level correlations
- Visuals (interactive)
- Raw data
- Ranking
- Intelligent sampling for sample data visualising
- Automatically detect Field level things
- Do the above automatically
**Coverage for all types of relevant charts
- Histograms(coverages)
- Boxplots (numeric dist)
- Scatter plots(Correlations)
- Stacked bars
- Line charts**
Tasks for features
- Create feature workflow
- Feature info
- Define direct and derived.
- Feature importance
(choose model)
- Auto-create features and measure feat imp
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Tasks
- Code node Interfaces
- Operators (lambda)
- Custom transforms
Tasks
- Cover all operator types
- Missing nodes
- count distinct
- case when
- distinct
- drop dup
