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Projects in Awesome Lists tagged with sas-visual-analytics
A curated list of projects in awesome lists tagged with sas-visual-analytics .
https://github.com/lefteris-souflas/propensity-to-lapse-model-building-exercise
Analyzed customer churn using transaction data. Built ML model to predict lapses. Dataset includes customer status, collection/redemption info, and program tenure. Delivered business presentation outlining modeling approach, findings, and churn reduction strategies.
cluster-analysis data-driven-decisions data-preprocessing data-splitting decision-tree feature-engineering gradient-boosting logistic-regression model-interpretation model-optimization model-selection-and-evaluation neural-network random-forest sas-visual-analytics support-vector-machine
Last synced: 13 Nov 2024
https://github.com/lefteris-souflas/business-analytics-case-studies
Three business analytics case studies were undertaken, encompassing market basket analysis, customer segmentation, and campaign management. SAS Visual Data Mining and Machine Learning on SAS Viya was utilized to explore data and provide insights. A comprehensive report addressing both technical and business aspects was delivered.
association-rules customer-segmentation cut-off-point-calculation data-partitioning decision-tree fraud-detection logistic-regression market-basket-analysis maximal-tree neural-network rfm-segmentation sas-visual-analytics sas-viya stratified-sampling
Last synced: 13 Nov 2024
https://github.com/lefteris-souflas/sas-programming-and-machine-learning
Applied SAS techniques for data analysis and machine learning in a milestone project. Base SAS Programming and SAS Viya tools were utilized for preprocessing, customer profiling, sales analysis, promotions, supplier evaluation, and customer segmentation. Results were visualized comprehensively.
customer-profiling data-analytics data-exploration market-basket-analysis pre-processing recency-frequency-monetary sas-machine-learning sas-oda sas-programming sas-studio sas-visual-analytics sas-viya
Last synced: 13 Nov 2024