Cerdas Inovasi Digital

RapidMiner Portfolio

Name: PT. Cerdas Inovasi Digital
Address: Jl. Magelang KM 7,5, Mlati, Sleman, Daerah Istimewa Yogyakarta, ID
Telephone: +6281252227510

Business analytics projects built in RapidMiner for Management courses: from raw data to a decision a manager can act on. Each page explains the process flow, the dataset, the results and what is in the package.

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10 of 10 projects

MarketingBeginner
Classification
Predicting Customer Response to a Promotion Campaign
Choose who to contact so the campaign budget yields the most responses.
2 views
8 stepsUS$17
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Accounting / AuditAdvanced
Anomaly Detection
Suspicious Transaction Detection for Audit
Set aside unusual transactions from thousands of vendor payments so auditors can focus.
1 views
8 stepsUS$31
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Human ResourcesAdvanced
Classification
Employee Attrition Prediction
Identify employees at risk of leaving and the factors that drive it.
1 views
8 stepsUS$31
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Digital MarketingAdvanced
Text Mining
Product Review Sentiment Analysis
Turn Indonesian customer reviews into positive or negative sentiment.
1 views
9 stepsUS$31
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FinanceIntermediate
Classification
Customer Credit Scoring
Predict customers at risk of default and compare two models using the confusion matrix and ROC.
1 views
8 stepsUS$24
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Operations / Inventory PlanningIntermediate
Forecasting
Monthly Sales Forecasting with Time Series Data
Forecast next-month sales from earlier months and last year's season.
1 views
8 stepsUS$24
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SalesBeginner
Regression
Sales Prediction with Linear Regression
Measure how much advertising, price, discounts and season move sales.
1 views
7 stepsUS$17
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RetailIntermediate
Association Rules
Market Basket Analysis with FP-Growth
Find items often bought together to arrange shelves and design promo bundles.
1 views
6 stepsUS$24
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Marketing / CRMBeginner
Classification
Customer Churn Prediction
Spot customers about to leave before they actually go.
1 views
7 stepsUS$17
View project
MarketingBeginner
Segmentation (Clustering)
Customer Segmentation with RFM Analysis
Group 1,500 customers into valuable segments with K-Means.
3 views
8 stepsUS$17
View project

Learn & order

Memuat

RapidMiner Portfolio

Predicting Customer Response to a Promotion Campaign

Suspicious Transaction Detection for Audit

Employee Attrition Prediction

Product Review Sentiment Analysis

Customer Credit Scoring

Monthly Sales Forecasting with Time Series Data

Sales Prediction with Linear Regression

Market Basket Analysis with FP-Growth

Customer Churn Prediction

Customer Segmentation with RFM Analysis

Learn & order

RapidMiner Portfolio

Predicting Customer Response to a Promotion Campaign

Suspicious Transaction Detection for Audit

Employee Attrition Prediction

Product Review Sentiment Analysis

Customer Credit Scoring

Monthly Sales Forecasting with Time Series Data

Sales Prediction with Linear Regression

Market Basket Analysis with FP-Growth

Customer Churn Prediction

Customer Segmentation with RFM Analysis

Learn & order