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Apriori algorithm MBA Association rules Market basket analysis Recommandation engine Borgelt Quickform Data collection Deployment
  1. Workflow
    Predict sales for a retail store with linear regression
    Linear Regression Machine learning Analysis
    +6
    - Prepare train and test data - Treat missing value - Finding correlation - Train a Linear Regression model - Apply trained regre…
    shubham769 > Public > Predict sales amount with linear regression > Predict sales for a retail store with linear regression
    3
    shubham769
  2. Workflow
    Movie Recommendation Engine with Spark Collaborative Filtering
    Retail Association rules Recommandation engine
    +10
    Creates a Recommendating Engine using Spark and Big data nodes on movie rating data.
    knime > Examples > 10_Big_Data > 02_Spark_Executor > 10_Recommendation_Engine_w_Spark_Collaborative_Filtering
    2
    knime
  3. Workflow
    Inventory Optimization Use Case: Data Preparation, Modeling and Business Logic Workflow
    Retail
    Inventory supply and consumption data is loaded, prepared and later forecasted using ARIMA providing the primary output. Secondar…
    knime > Examples > 50_Applications > 41_Inventory_Optimization > 01_Data_Preparation
    2
    knime
  4. Workflow
    Inventory Optimization Use Case: Guided Analytics Workflow
    Retail
    WebPortal based business application, allowing review of inventory KPIs, consumption forecast, setting of service level target an…
    knime > Examples > 50_Applications > 41_Inventory_Optimization > 02_Guided_Analytics
    2
    knime
  5. Workflow
    Market Basket Analysis: Building Association Rules
    Retail Association rules Recommandation engine
    +6
    This workflow builds a recommandation engine for market basket analysis using the Borgelt version of the Apriori algorithm.
    dataminer_1 > Public > UCI Applications Project > Workflows > Exercise 3_1 - Marketbasket Analysis
    1
    dataminer_1
  6. Workflow
    Market Basket Analysis: Apply Association Rules
    Retail Association rules Recommandation engine
    +9
    This workflow takes pre-built association rules and applies them to a new set of data 1. Read Association Rules and Product data …
    knime > Examples > 50_Applications > 16_MarketBasketAnalysis > 02_Apply_Association_Rules_for_MarketBasketAnalysis
    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
    Market Basket Analysis: Building Association Rules
    Retail Association rules Recommandation engine
    +6
    This workflow builds a recommandation engine for market basket analysis using the Borgelt version of the Apriori algorithm.
    deepks2014 > Public > MRA1_Milestone1 > Retail > Finding Association Rules for Market Basket Analysis
    0
    deepks2014
  9. Workflow
    Market Basket Analysis: Building Association Rules
    Retail Association rules Recommandation engine
    +6
    This workflow builds a recommandation engine for market basket analysis using the Borgelt version of the Apriori algorithm.
    ruchika_611 > Public > Finding Association Rules for Market Basket Analysis
    0
    ruchika_611
  10. Workflow
    Market Basket Analysis: Apply Association Rules
    Retail Association rules Recommandation engine
    +7
    This workflow takes pre-built association rules and applies them to a new set of data
    deepks2014 > Public > Example Workflows > Retail > Using Association Rules for Market Basket Analysis
    0
    deepks2014
  11. Workflow
    Market Basket Analysis: Apply Association Rules
    Retail Association rules Recommandation engine
    +7
    This workflow takes pre-built association rules and applies them to a new set of data
    deepks2014 > Public > MRA1_Milestone1 > Retail > Using Association Rules for Market Basket Analysis
    0
    deepks2014
  12. Workflow
    Market Basket Analysis: Building Association Rules
    Retail Association rules Recommandation engine
    +6
    This workflow builds a recommandation engine for market basket analysis using the Borgelt version of the Apriori algorithm.
    saranyabala > Public > Example Workflows > Retail > Finding Association Rules for Market Basket Analysis
    0
    saranyabala
  13. Workflow
    Market Basket Analysis: Building Association Rules
    Retail Association rules Recommandation engine
    +6
    This workflow builds a recommandation engine for market basket analysis using the Borgelt version of the Apriori algorithm.
    deepks2014 > Public > Example Workflows > Retail > Finding Association Rules for Market Basket Analysis
    0
    deepks2014
  14. Workflow
    Market Basket Analysis: Apply Association Rules
    Retail Association rules Recommandation engine
    +8
    This workflow takes pre-built association rules and applies them to a new set of data 1. Read Association Rules and Product data …
    santiagopc > Public > 16_MarketBasketAnalysis > 02_Apply_Association_Rules_for_MarketBasketAnalysis
    0
    santiagopc
  15. Workflow
    Market Basket Analysis: Building Association Rules
    Retail Association rules Recommandation engine
    +6
    This workflow builds a recommandation engine for market basket analysis using the Borgelt version of the Apriori algorithm.
    deepks2014 > Public > MRA1__Milestone1 > Retail > Finding Association Rules for Market Basket Analysis
    0
    deepks2014
  16. Workflow
    Market Basket Analysis: Apply Association Rules
    Retail Association rules Recommandation engine
    +7
    This workflow takes pre-built association rules and applies them to a new set of data
    serkanbircan > Public > Example Workflows > Retail > Using Association Rules for Market Basket Analysis
    0
    serkanbircan
  17. Workflow
    Market Basket Analysis: Building Association Rules
    Retail Association rules Recommandation engine
    +6
    This workflow builds a recommandation engine for market basket analysis using the Borgelt version of the Apriori algorithm.
    serkanbircan > Public > Example Workflows > Retail > Finding Association Rules for Market Basket Analysis
    0
    serkanbircan
  18. Workflow
    Market Basket Analysis: Apply Association Rules - Solution
    Retail Association rules Recommandation engine
    +8
    Introduction to Machine Learning Algorithms course - Session 3 Solution to exercise 3 - Take pre-built association rules and appl…
    slw0084 > Public > 03_Apply_Association_Rules_for_MarketBasketAnalysis_solution
    0
    slw0084
  19. Workflow
    Partial Dependence Plot with AutoML (Regression)
    Partial dependence Pdp Pdp plot
    +17
    This is an example for visualizing a partial dependence plot and an ICE curves plot in KNIME. AutoML (Regression) Component was u…
    knime > XAI Space > Regression > AutoML > 04_Partial_Dependence_Pre-processing
    0
    knime
  20. Workflow
    Inventory Optimization Use Case: Guided Analytics Workflow
    Retail
    WebPortal based business application, allowing review of inventory KPIs, consumption forecast, setting of service level target an…
    uwelueers > Public > 02_Guided_Analytics
    0
    uwelueers