Prediction & ML
Data Science Projects
Predictions offer the possibility to fine-tune marketing activities and to target budgets more effectively. Conversion or churn probabilities, predictions regarding cross-selling potential and lifetime value predictions. Depending on the question, various machine learning algorithms are used, such as random forest classification, to look into the future. The models and the activation are implemented with the Google Cloud.
Sales Forecast
Conversion Probability
Churn Prediction
Lifetime Value Prediction
Project Plan
Scoping and detailed project planning
Ensuring data availability
Data quality check and data preparation
Exploratory data analysis
Application of machine learning algorithms
Model evaluation and optimization
Model deployment in the cloud
Setup of a monitoring dashboard
Final workshop and activation
