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[ 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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2025-05-07
最近下载：
2025-08-19
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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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