[ FreeCourseWeb.com ] Udemy - Using Data Science for Retail Store Segmentation

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[ FreeCourseWeb.com ] Udemy - Using Data Science for Retail Store Segmentation

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文件大小： 1.99G
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收录时间：2025-05-07
最近下载：2025-05-17

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文件列表

  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/4 -Webscraping.mp4 134.8 MB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/11 -API Denue (Competition Around Stores).mp4 114.1 MB
  • ~Get Your Files Here !/9 - Describing Clusters (SAS Version)/4 -Interpretation of segments (SAS Miner Profiling).mp4 108.7 MB
  • ~Get Your Files Here !/5 - Exploratory Analysis I (Descriptive Statistics)/3 -Distribution Plots.mp4 76.9 MB
  • ~Get Your Files Here !/9 - Describing Clusters (SAS Version)/3 -SAS Miner Profiling.mp4 70.4 MB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/4 -A robust method to choose top feature importances along several random states.mp4 60.8 MB
  • ~Get Your Files Here !/3 - Handling Missing Data & More Data Preprocessing/3 -Missing Values in Transactions Table.mp4 55.8 MB
  • ~Get Your Files Here !/4 - Feature Engineering/4 -Average Sales, Profit and Inventory.mp4 53.1 MB
  • ~Get Your Files Here !/9 - Describing Clusters (SAS Version)/2 -(Optional) SAS Miner Diagram.mp4 52.7 MB
  • ~Get Your Files Here !/5 - Exploratory Analysis I (Descriptive Statistics)/2 -Correlation Plots.mp4 51.6 MB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/7 -Cumulative Performance Metrics from Webscraping.mp4 49.0 MB
  • ~Get Your Files Here !/6 - Data Transformation/6 -Transforming Performance Variables and Merge Everything.mp4 48.0 MB
  • ~Get Your Files Here !/3 - Handling Missing Data & More Data Preprocessing/2 -Intersecting Tables and Dataframes with Selected Stores and Sections.mp4 44.4 MB
  • ~Get Your Files Here !/9 - Describing Clusters (SAS Version)/1 -(Optional) SAS - BigQuery Connection.mp4 42.7 MB
  • ~Get Your Files Here !/3 - Handling Missing Data & More Data Preprocessing/1 -Missing Values Due to Opening Dates.mp4 42.3 MB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/6 -More Preprocessing On Output of Webscraping.mp4 40.0 MB
  • ~Get Your Files Here !/7 - Exploratory Analysis II (PCA Analysis)/1 -PCA Coefficients of First Component.mp4 39.9 MB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/3 -Increasing the number of variables appearing in feature importance.mp4 39.2 MB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/2 -BigQuery Transactions.mp4 38.9 MB
  • ~Get Your Files Here !/6 - Data Transformation/2 -Transforming Top Sections.mp4 38.0 MB
  • ~Get Your Files Here !/7 - Exploratory Analysis II (PCA Analysis)/2 -PCA Interpreting Coefficients of First Component.mp4 37.4 MB
  • ~Get Your Files Here !/6 - Data Transformation/1 -Winsorization, Yeo-Johnson Transformation and Standardization.mp4 37.0 MB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/3 -Existing Customer Segmentation.mp4 36.6 MB
  • ~Get Your Files Here !/11 - Final Results/2 -Segment 1 Tech-Focused Small Stores.mp4 35.7 MB
  • ~Get Your Files Here !/8 - Data Modeling & Evaluation/5 -Fitting K Means With Selected Random State.mp4 34.4 MB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/8 -Economy of the City (BQ) + Some Preprocessing.mp4 34.3 MB
  • ~Get Your Files Here !/5 - Exploratory Analysis I (Descriptive Statistics)/1 -Top sections contributing to the total sales.mp4 33.2 MB
  • ~Get Your Files Here !/11 - Final Results/1 -Overview of the 4 segments.mp4 32.0 MB
  • ~Get Your Files Here !/1 - Introduction/1 -Introduction.mp4 31.7 MB
  • ~Get Your Files Here !/5 - Exploratory Analysis I (Descriptive Statistics)/4 -Box plots.mp4 30.1 MB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/2 -Function to plot distribution for a given variable (cluster vs population).mp4 29.9 MB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/10 -Google Sheet (Stores Size) + Simple Preprocessing Processing.mp4 29.8 MB
  • ~Get Your Files Here !/8 - Data Modeling & Evaluation/6 -Evaluate Clustering with Silhouette Score.mp4 28.2 MB
  • ~Get Your Files Here !/8 - Data Modeling & Evaluation/4 -Detecting Random State of the Most Stable Clustering.mp4 27.6 MB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/1 -Colab Connection to BQ (Extraction of Stores).mp4 27.4 MB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/5 -Interpretation of segment 1.mp4 25.9 MB
  • ~Get Your Files Here !/4 - Feature Engineering/1 -Contribution of Sales per Section.mp4 25.4 MB
  • ~Get Your Files Here !/9 - Describing Clusters (SAS Version)/5 -(Optional) Extraction of SAS Miner Clustering Code.mp4 25.1 MB
  • ~Get Your Files Here !/8 - Data Modeling & Evaluation/1 -Elbow Method.mp4 24.4 MB
  • ~Get Your Files Here !/8 - Data Modeling & Evaluation/2 -Jaccard Similarity To Compare Different Cluster Labels.mp4 23.2 MB
  • ~Get Your Files Here !/7 - Exploratory Analysis II (PCA Analysis)/4 -PCA Interpreting Coefficients Third Component.mp4 21.7 MB
  • ~Get Your Files Here !/7 - Exploratory Analysis II (PCA Analysis)/5 -PCA Interpreting Coefficients of Components Fourth, Fifth and Sixth.mp4 21.7 MB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/1 -Idea Decision Tree Feature Importance to Explain Membership to a Cluster.mp4 20.8 MB
  • ~Get Your Files Here !/4 - Feature Engineering/2 -Contribution per Life Cycle.mp4 20.0 MB
  • ~Get Your Files Here !/6 - Data Transformation/4 -Transforming Customer Variables.mp4 18.9 MB
  • ~Get Your Files Here !/7 - Exploratory Analysis II (PCA Analysis)/3 -PCA Interpreting Coefficients Second Component.mp4 16.1 MB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/6 -Interpretation of segment 2.mp4 15.8 MB
  • ~Get Your Files Here !/1 - Introduction/3 -Variables.mp4 14.7 MB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/5 -Some Preprocessing On Output of Webscraping.mp4 14.4 MB
  • ~Get Your Files Here !/11 - Final Results/3 -Segment 2 Electronics & Furniture for Seniors.mp4 14.0 MB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/7 -Interpretation of segment 3.mp4 13.5 MB
  • ~Get Your Files Here !/4 - Feature Engineering/5 -Cumulative Turnover and Cumulative Profit.mp4 12.7 MB
  • ~Get Your Files Here !/6 - Data Transformation/5 -Transforming Economy Variables.mp4 12.6 MB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/8 -Interpretation of segment 4.mp4 12.3 MB
  • ~Get Your Files Here !/11 - Final Results/4 -Segment 3 Comfort-Oriented Family stores.mp4 12.0 MB
  • ~Get Your Files Here !/4 - Feature Engineering/6 -Average Ticket, Average Spending and Average Credit Limit.mp4 11.0 MB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/9 -Weather (BQ) + Some Preprocessing.mp4 9.9 MB
  • ~Get Your Files Here !/6 - Data Transformation/3 -Transforming Weather Variable.mp4 9.9 MB
  • ~Get Your Files Here !/4 - Feature Engineering/3 -Contribution per Gender.mp4 9.3 MB
  • ~Get Your Files Here !/11 - Final Results/5 -Segment 4 Single-Customer budget Stores.mp4 8.5 MB
  • ~Get Your Files Here !/11 - Final Results/6 -Comment On Cumulative Profit and Turnover.mp4 8.0 MB
  • ~Get Your Files Here !/1 - Introduction/2 -Business Problem.mp4 7.5 MB
  • ~Get Your Files Here !/8 - Data Modeling & Evaluation/3 -Two Auxiliary Functions.mp4 6.7 MB
  • ~Get Your Files Here !/11 - Final Results/1 -Final Results.pptx 2.3 MB
  • ~Get Your Files Here !/1 - Introduction/1 -Segmentation_Steps (1).ipynb 2.1 MB
  • ~Get Your Files Here !/1 - Introduction/3 -Variables CU.pptx 1.3 MB
  • ~Get Your Files Here !/6 - Data Transformation/1 -transformations.pptx 1.3 MB
  • ~Get Your Files Here !/9 - Describing Clusters (SAS Version)/4 -profiling_segments.pdf 1.0 MB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/6 -Segment_2_Analysis_Complete.pdf 841.5 kB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/8 -Segment_4_Analysis_Complete.pdf 755.1 kB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/5 -Segment_1_Analysis_Complete.pdf 655.8 kB
  • ~Get Your Files Here !/7 - Exploratory Analysis II (PCA Analysis)/2 -pca_component1_interpretation.pdf 589.6 kB
  • ~Get Your Files Here !/7 - Exploratory Analysis II (PCA Analysis)/3 -pca_component2_interpretation.pdf 581.8 kB
  • ~Get Your Files Here !/7 - Exploratory Analysis II (PCA Analysis)/5 -pca_component6_interpretation.pdf 565.6 kB
  • ~Get Your Files Here !/8 - Data Modeling & Evaluation/1 -Elbow Method.pdf 507.6 kB
  • ~Get Your Files Here !/8 - Data Modeling & Evaluation/4 -detect_stable_clustering.pdf 504.0 kB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/7 -Segment_3_Analysis_Complete.pdf 489.2 kB
  • ~Get Your Files Here !/7 - Exploratory Analysis II (PCA Analysis)/5 -pca_component5_interpretation.pdf 383.2 kB
  • ~Get Your Files Here !/7 - Exploratory Analysis II (PCA Analysis)/5 -pca_component4_interpretation.pdf 375.0 kB
  • ~Get Your Files Here !/7 - Exploratory Analysis II (PCA Analysis)/4 -pca_component3_interpretation.pdf 372.9 kB
  • ~Get Your Files Here !/8 - Data Modeling & Evaluation/2 -jarccard similarity.pdf 365.6 kB
  • ~Get Your Files Here !/3 - Handling Missing Data & More Data Preprocessing/3 -missing values in transactions.pdf 365.0 kB
  • ~Get Your Files Here !/4 - Feature Engineering/6 -gasto_ticket_lc_promedio_code.pdf 363.5 kB
  • ~Get Your Files Here !/1 - Introduction/1 -Intro.pptx 296.7 kB
  • ~Get Your Files Here !/3 - Handling Missing Data & More Data Preprocessing/1 -filter store and sections.pdf 283.2 kB
  • ~Get Your Files Here !/9 - Describing Clusters (SAS Version)/1 -sas_connection_bigquery.pdf 59.0 kB
  • ~Get Your Files Here !/9 - Describing Clusters (SAS Version)/5 -scoring_code_sas_miner.pdf 56.0 kB
  • ~Get Your Files Here !/11 - Final Results/1 -Step 6 section_contribution_segment_vs_population.pdf 50.0 kB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/4 -webscraping performance metrics.pdf 47.0 kB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/11 -extracting_city_competition.pdf 45.3 kB
  • ~Get Your Files Here !/9 - Describing Clusters (SAS Version)/3 -feature importance decision tree for segment.pdf 44.5 kB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/3 -existing customer segmentation.pdf 44.4 kB
  • ~Get Your Files Here !/11 - Final Results/1 -Step 1- preparing_data_presentation.pdf 44.2 kB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/3 -tree_feature_importance_methods.pdf 43.1 kB
  • ~Get Your Files Here !/8 - Data Modeling & Evaluation/6 -silhouette_score.pdf 42.4 kB
  • ~Get Your Files Here !/11 - Final Results/1 -Step 2 distribution_life_cycle_plot.pdf 41.6 kB
  • ~Get Your Files Here !/5 - Exploratory Analysis I (Descriptive Statistics)/3 -distribution_plots.pdf 40.8 kB
  • ~Get Your Files Here !/11 - Final Results/1 -Step 4 distribution_plot_weather_segment_vs_population.pdf 40.4 kB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/7 -more preprocesing cumulative metrics.pdf 40.2 kB
  • ~Get Your Files Here !/11 - Final Results/1 -Step 5 preprocess_radar_chart_data.pdf 39.1 kB
  • ~Get Your Files Here !/11 - Final Results/1 -Step 3 pie_chart_gender_segment_vs_population.pdf 38.7 kB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/4 -robust_feature_importance_per_cluster.pdf 37.0 kB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/2 -transactions_from_bigquery.pdf 35.6 kB
  • ~Get Your Files Here !/8 - Data Modeling & Evaluation/3 -two_auxiliary_functions.pdf 34.3 kB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/2 -plot_segment_vs_population_distribution.pdf 33.7 kB
  • ~Get Your Files Here !/3 - Handling Missing Data & More Data Preprocessing/2 -intersecting with relevant stores and sections.pdf 31.9 kB
  • ~Get Your Files Here !/4 - Feature Engineering/5 -cumulative_performance_metrics.pdf 29.5 kB
  • ~Get Your Files Here !/10 - Describing Clusters (Python Version)/1 -cluster_tree_profiling.pdf 29.4 kB
  • ~Get Your Files Here !/8 - Data Modeling & Evaluation/5 -fit k means with selected random state.pdf 28.0 kB
  • ~Get Your Files Here !/5 - Exploratory Analysis I (Descriptive Statistics)/4 -box_plots.pdf 27.7 kB
  • ~Get Your Files Here !/6 - Data Transformation/6 -transform_performance_metrics.pdf 27.6 kB
  • ~Get Your Files Here !/1 - Introduction/1 -Webscraping_Performance_Metrics (1).ipynb 27.4 kB
  • ~Get Your Files Here !/6 - Data Transformation/2 -transform_top_sections.pdf 26.0 kB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/1 -colab connection.pdf 25.9 kB
  • ~Get Your Files Here !/4 - Feature Engineering/1 -sales_per_section_percentage_contribution.pdf 25.8 kB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/10 -size_of_stores.pdf 25.8 kB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/6 -more_preprocessing.pdf 25.1 kB
  • ~Get Your Files Here !/5 - Exploratory Analysis I (Descriptive Statistics)/2 -correlation_plots.pdf 24.7 kB
  • ~Get Your Files Here !/5 - Exploratory Analysis I (Descriptive Statistics)/1 -top_sections.pdf 24.5 kB
  • ~Get Your Files Here !/4 - Feature Engineering/4 -monthly_averages_inventory_profit_sales.pdf 24.4 kB
  • ~Get Your Files Here !/6 - Data Transformation/4 -transform_customers.pdf 23.9 kB
  • ~Get Your Files Here !/6 - Data Transformation/5 -transform_environment_economy.pdf 23.9 kB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/5 -some_preprocessing.pdf 22.6 kB
  • ~Get Your Files Here !/6 - Data Transformation/1 -data_transformation_functions.pdf 22.4 kB
  • ~Get Your Files Here !/6 - Data Transformation/3 -transform_weather.pdf 22.3 kB
  • ~Get Your Files Here !/4 - Feature Engineering/2 -life_cycle_contribution.pdf 21.6 kB
  • ~Get Your Files Here !/7 - Exploratory Analysis II (PCA Analysis)/1 -pca_python_code.pdf 20.2 kB
  • ~Get Your Files Here !/4 - Feature Engineering/3 -gender_contribution.pdf 20.2 kB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/8 -environment_city_economy.pdf 20.1 kB
  • ~Get Your Files Here !/2 - Data Extraction & Data Preprocessing/9 -weather extraction.pdf 19.6 kB
  • ~Get Your Files Here !/11 - Final Results/1 -metricas_x_segmento escalado.xlsx 15.6 kB
  • ~Get Your Files Here !/11 - Final Results/1 -participacion_seccion_x_segmento.xlsx 12.8 kB
  • ~Get Your Files Here !/1 - Introduction/1 -sas_code.sas 12.7 kB
  • ~Get Your Files Here !/9 - Describing Clusters (SAS Version)/5 -scoring_sas.txt 10.9 kB
  • ~Get Your Files Here !/1 - Introduction/1 -bigquery_code.sql 6.8 kB
  • ~Get Your Files Here !/1 - Introduction/2 -Business_Problem_Store_Segmentation.pdf 1.9 kB
  • Get Bonus Downloads Here.url 183 Bytes
  • ~Get Your Files Here !/Bonus Resources.txt 70 Bytes

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