Fraud Detection For Accounting System

Fraudulent transactions can be harmful to the company and lead to tremendous impacts in terms of company reputation, compliance penalties etc.

Preventing fraud before it happens is challenging and Machine Learning is perfect for this task since it is capable to detect abnormous data points from different dimensions.

#Outlier-Detection-Model #Detect-Fraudent-Transactions #Monitoring-Dashboard

Churn Prediction

Churn prediction is the use of data analytics and machine learning to identify customers who are likely to stop using a product or service.

Will customer churn or not?

When will unhappy customer churn?

Customer Segmentation

Customer Segmentation is the process of dividing customers into groups based on common characteristics so companies can market i.e. discount or membership campaigns to each group appropriately.

Customers are segmented according to their similarities in behaviors, habits, RFM, etc.