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CUSTOMER SEGMENTATION, CLUSTERING, AND PREDICTION WITH PYTHON
Language: en
Pages: 355
Authors: Vivian Siahaan
Categories: Computers
Type: BOOK - Published: 2023-07-04 - Publisher: BALIGE PUBLISHING

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In this book, we conducted a customer segmentation, clustering, and prediction analysis using Python. We began by exploring the customer dataset, examining its
REGRESSION, SEGMENTATION, CLUSTERING, AND PREDICTION PROJECTS WITH PYTHON
Language: en
Pages: 623
Authors: Vivian Siahaan
Categories: Computers
Type: BOOK - Published: 2022-02-25 - Publisher: BALIGE PUBLISHING

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PROJECT 1: TIME-SERIES WEATHER: FORECASTING AND PREDICTION WITH PYTHON Weather data are described and quantified by the variables of Earth's atmosphere: tempera
ONLINE RETAIL CLUSTERING AND PREDICTION USING MACHINE LEARNING WITH PYTHON GUI
Language: en
Pages: 302
Authors: Vivian Siahaan
Categories: Computers
Type: BOOK - Published: 2023-07-09 - Publisher: BALIGE PUBLISHING

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In this project, we embarked on a comprehensive journey of exploring the dataset and conducting analysis and predictions in the context of online retail. We beg
DATA SCIENCE FOR SALES ANALYSIS, FORECASTING, CLUSTERING, AND PREDICTION WITH PYTHON
Language: en
Pages: 300
Authors: Vivian Siahaan
Categories: Computers
Type: BOOK - Published: 2023-07-28 - Publisher: BALIGE PUBLISHING

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In this comprehensive data science project focusing on sales analysis, forecasting, clustering, and prediction with Python, we embarked on an enlightening journ
RFM ANALYSIS AND K-MEANS CLUSTERING: A CASE STUDY ANALYSIS, CLUSTERING, AND PREDICTION ON RETAIL STORE TRANSACTIONS WITH PYTHON GUI
Language: en
Pages: 390
Authors: Vivian Siahaan
Categories: Computers
Type: BOOK - Published: 2023-07-07 - Publisher: BALIGE PUBLISHING

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In this case study, we will explore RFM (Recency, Frequency, Monetary) analysis and K-means clustering techniques for retail store transaction data. RFM analysi