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GIDS Academia Exercise Classification Education Machine learning Data mining Bar Chart
  1. Workflow
    Clustering with k-Means
    Clustering K-Means Machine learning
    +3
    This workflow performs clustering of the iris dataset using k-Means. Two workflows: one to build the k-Means prototypes (top) and…
    knime > Academic Alliance > Guide to Intelligent Data Science > Example Workflows > Chapter7 > 02_kMeans
    5
    knime
  2. Workflow
    Clustering with DBSCAN
    Clustering Machine learning Data mining
    +3
    This workflow performs clustering of the iris dataset using DBSCAN. Notice the Numeric Distances node to feed the DBSCAN node wit…
    knime > Academic Alliance > Guide to Intelligent Data Science > Example Workflows > Chapter7 > 03_DBSCAN
    2
    knime
  3. Workflow
    Classification of the iris data using kNN
    TheGuideBook KNN K Nearest Neighbor
    +2
    This workflow solves a classification problem on the iris dataset using the k-Nearest Neighbor (kNN) algorithm.
    knime > Academic Alliance > Guide to Intelligent Data Science > Example Workflows > Chapter9 > 01_kNN
    2
    knime
  4. Workflow
    Hierarchical Clustering
    Clustering Machine learning Data mining
    +3
    This workflow clusters the iris dataset using Hierarchical Clustering
    jjmie > Public > 01_HierarchicalClustering
    1
    jjmie
  5. Workflow
    Decision Tree
    TheGuideBook Decision Tree Classification
    +1
    Using the adult dataset, this workflow performs binary classification (income > or < 50K) using a Decision Tree. The target is th…
    knime > Academic Alliance > Guide to Intelligent Data Science > Example Workflows > Chapter8 > 01_DecisionTree
    1
    knime
  6. Workflow
    Hierarchical Clustering
    Clustering Machine learning Data mining
    +3
    This workflow clusters the iris dataset using Hierarchical Clustering
    knime > Academic Alliance > Guide to Intelligent Data Science > Example Workflows > Chapter7 > 01_HierarchicalClustering
    1
    knime
  7. Workflow
    Market Basket Analysis: Building Association Rules
    Retail Association rules Recommandation engine
    +11
    This workflow builds a recommandation engine for market basket analysis using the Borgelt version of the Apriori algorithm.
    knime > Academic Alliance > Guide to Intelligent Data Science > Example Workflows > Chapter7 > 04_Association_Rules_for_MarketBasketAnalysis
    1
    knime
  8. Workflow
    Clustering - Solution
    Cluster K-Means Algorithm
    +5
    - Filter rows - Train a k-Means model - Visualize clustered entries on Scatter plot and OSM Map - Calculate Silhouette Coefficien…
    vgironda > Public > Clustering_Solution
    0
    vgironda
  9. Workflow
    Classification of the iris data using kNN
    TheGuideBook KNN K Nearest Neighbor
    +2
    This workflow solves a classification problem on the iris dataset using the k-Nearest Neighbor (kNN) algorithm.
    vgironda > Public > 01_kNN
    0
    vgironda
  10. Workflow
    Clustering
    Cluster K-Means Algorithm
    +5
    - Filter rows - Train a k-Means model - Visualize clustered entries on Scatter plot and OSM Map - Calculate Silhouette Coefficien…
    jjmie > Public > Clustering_Exercise
    0
    jjmie
  11. Workflow
    Implementation of Different Clustering Algorithms
    Clustering Machine learning Data mining
    +4
    This workflow clusters the iris dataset using Hierarchical Clustering, DBSCAN and k-means
    kathrin > University Lectures > Lecture HU Berlin (Clustering) > Clustering_Exercises > 01_Clustering_Algorithms_Exercise
    0
    kathrin
  12. Workflow
    Linear Regression
    GIDS Academia Exercise
    +2
    Linear regression: predict house price. - Partition data into training and test set - Train a linear regression model - Apply the…
    stelfrich > Public > Regression SHAP Shapley
    0
    stelfrich
  13. Workflow
    Deployment to a Dashboard
    TheGuideBook Deployment Dashboard
    +1
    This deployment workflow builds a simple dashboard. Reads a pre-trained decision tree model and applies it to new data to predict…
    knownusername > Public > 01_Deploy_on_Dashboard
    0
    knownusername
  14. Workflow
    Simple Visualization
    TheGuideBook Data Access CSV
    +16
    The Iris dataset contains information about sepal and petal dimensions of three species of Iris flower. For exercise purposes, th…
    ADILT22 > Course Material - Codefree Introduction to Data Science > VL3 - Exploration > 04_Component_Composite_View
    0
    ADILT22
  15. Workflow
    Naive Bayes
    TheGuideBook Naive Bayes Classification
    +1
    Using the adult dataset, this workflow performs binary classification using the Naive Bayes algorithm. The target is the income c…
    errobimd > Public > 02_NaiveBayes
    0
    errobimd
  16. Workflow
    Bivariate Analysis Visualization
    TheGuideBook Data Access CSV
    +16
    The Iris dataset contains information about sepal and petal dimensions of three species of Iris flower. For exercise purposes, th…
    ADILT22 > Course Material - Codefree Introduction to Data Science > VL3 - Exploration > 02_Bivariate_Analysis
    0
    ADILT22
  17. Workflow
    Univariate Analysis Visualization
    TheGuideBook Data Access CSV
    +16
    The Iris dataset contains information about sepal and petal dimensions of three species of Iris flower. For exercise purposes, th…
    ADILT22 > Course Material - Codefree Introduction to Data Science > VL3 - Exploration > 01_Univariate_Analysis
    0
    ADILT22
  18. Workflow
    Naive Bayes
    TheGuideBook Naive Bayes Classification
    +1
    Using the adult dataset, this workflow performs binary classification using the Naive Bayes algorithm. The target is the income c…
    dias > Public > 02_NaiveBayes
    0
    dias
  19. Workflow
    SVM on iris dataset
    TheGuideBook SVM Classification
    +2
    This workflow solves a classification problem on the iris dataset using Support Vector Machines (SVM).
    jessi > Public > 03_SVM
    0
    jessi
  20. Workflow
    Clustering - Solution
    Cluster K-Means Algorithm
    +5
    - Filter rows - Train a k-Means model - Visualize clustered entries on Scatter plot and OSM Map - Calculate Silhouette Coefficien…
    vgironda > Public > Clustering_Solution_martes
    0
    vgironda