[//]: # (DO NOT EDIT THIS FILE DIRECTLY. Instead, edit the corresponding stub file and execute `npm run docs:api`.)

# :test_tube:{ title="Experimental" } <code class="doc-symbol doc-symbol-enum"></code> `DataScienceCategory` {#safeds.lang.DataScienceCategory data-toc-label='[enum] DataScienceCategory'}

A step in the data science process.
The letter "Q" is used as a separator for subcategories.

??? quote "Stub code in `ideIntegration.sdsstub`"

    ```sds linenums="27"
    enum DataScienceCategory {
        /**
         * Basic building blocks.
         */
        BasicElement

        /**
         * Load your data into the program.
         */
        DataImport

        /**
         * Save your data for later use.
         */
        DataExport

         /**
         * Explore your data.
         */
        DataExplorationQMetric
        DataExplorationQVisualization
        DataExplorationQGeneral

        /**
         * Prepare your data for analysis.
         */
        DataProcessingQColumn
        DataProcessingQTable
        DataProcessingQImage
        DataProcessingQImageList
        DataProcessingQTransformer

        /**
         * Configure a model and train it on your data.
         */
        ModelingQGeneral
        ModelingQClassicalClassification
        ModelingQClassicalRegression
        ModelingQNeuralNetwork

        /**
         * Evaluate the performance of your model.
         */
        ModelEvaluationQMetric
        ModelEvaluationQVisualization

        /**
         * Utility terms for general use and lambda functions.
         */
        UtilitiesQConversion
        UtilitiesQTable
        UtilitiesQImage
        UtilitiesQString
    }
    ```
    { data-search-exclude }

## <code class="doc-symbol doc-symbol-variant"></code> `BasicElement` {#safeds.lang.DataScienceCategory.BasicElement data-toc-label='[variant] BasicElement'}

Basic building blocks.

## <code class="doc-symbol doc-symbol-variant"></code> `DataExplorationQGeneral` {#safeds.lang.DataScienceCategory.DataExplorationQGeneral data-toc-label='[variant] DataExplorationQGeneral'}

## <code class="doc-symbol doc-symbol-variant"></code> `DataExplorationQMetric` {#safeds.lang.DataScienceCategory.DataExplorationQMetric data-toc-label='[variant] DataExplorationQMetric'}

Explore your data.

## <code class="doc-symbol doc-symbol-variant"></code> `DataExplorationQVisualization` {#safeds.lang.DataScienceCategory.DataExplorationQVisualization data-toc-label='[variant] DataExplorationQVisualization'}

## <code class="doc-symbol doc-symbol-variant"></code> `DataExport` {#safeds.lang.DataScienceCategory.DataExport data-toc-label='[variant] DataExport'}

Save your data for later use.

## <code class="doc-symbol doc-symbol-variant"></code> `DataImport` {#safeds.lang.DataScienceCategory.DataImport data-toc-label='[variant] DataImport'}

Load your data into the program.

## <code class="doc-symbol doc-symbol-variant"></code> `DataProcessingQColumn` {#safeds.lang.DataScienceCategory.DataProcessingQColumn data-toc-label='[variant] DataProcessingQColumn'}

Prepare your data for analysis.

## <code class="doc-symbol doc-symbol-variant"></code> `DataProcessingQImage` {#safeds.lang.DataScienceCategory.DataProcessingQImage data-toc-label='[variant] DataProcessingQImage'}

## <code class="doc-symbol doc-symbol-variant"></code> `DataProcessingQImageList` {#safeds.lang.DataScienceCategory.DataProcessingQImageList data-toc-label='[variant] DataProcessingQImageList'}

## <code class="doc-symbol doc-symbol-variant"></code> `DataProcessingQTable` {#safeds.lang.DataScienceCategory.DataProcessingQTable data-toc-label='[variant] DataProcessingQTable'}

## <code class="doc-symbol doc-symbol-variant"></code> `DataProcessingQTransformer` {#safeds.lang.DataScienceCategory.DataProcessingQTransformer data-toc-label='[variant] DataProcessingQTransformer'}

## <code class="doc-symbol doc-symbol-variant"></code> `ModelEvaluationQMetric` {#safeds.lang.DataScienceCategory.ModelEvaluationQMetric data-toc-label='[variant] ModelEvaluationQMetric'}

Evaluate the performance of your model.

## <code class="doc-symbol doc-symbol-variant"></code> `ModelEvaluationQVisualization` {#safeds.lang.DataScienceCategory.ModelEvaluationQVisualization data-toc-label='[variant] ModelEvaluationQVisualization'}

## <code class="doc-symbol doc-symbol-variant"></code> `ModelingQClassicalClassification` {#safeds.lang.DataScienceCategory.ModelingQClassicalClassification data-toc-label='[variant] ModelingQClassicalClassification'}

## <code class="doc-symbol doc-symbol-variant"></code> `ModelingQClassicalRegression` {#safeds.lang.DataScienceCategory.ModelingQClassicalRegression data-toc-label='[variant] ModelingQClassicalRegression'}

## <code class="doc-symbol doc-symbol-variant"></code> `ModelingQGeneral` {#safeds.lang.DataScienceCategory.ModelingQGeneral data-toc-label='[variant] ModelingQGeneral'}

Configure a model and train it on your data.

## <code class="doc-symbol doc-symbol-variant"></code> `ModelingQNeuralNetwork` {#safeds.lang.DataScienceCategory.ModelingQNeuralNetwork data-toc-label='[variant] ModelingQNeuralNetwork'}

## <code class="doc-symbol doc-symbol-variant"></code> `UtilitiesQConversion` {#safeds.lang.DataScienceCategory.UtilitiesQConversion data-toc-label='[variant] UtilitiesQConversion'}

Utility terms for general use and lambda functions.

## <code class="doc-symbol doc-symbol-variant"></code> `UtilitiesQImage` {#safeds.lang.DataScienceCategory.UtilitiesQImage data-toc-label='[variant] UtilitiesQImage'}

## <code class="doc-symbol doc-symbol-variant"></code> `UtilitiesQString` {#safeds.lang.DataScienceCategory.UtilitiesQString data-toc-label='[variant] UtilitiesQString'}

## <code class="doc-symbol doc-symbol-variant"></code> `UtilitiesQTable` {#safeds.lang.DataScienceCategory.UtilitiesQTable data-toc-label='[variant] UtilitiesQTable'}
