About the Course

Enterprise AI is the topic to embed AI methodology into the very core of the organization. In this course, you will learn how to build, deploy, and monitor predictive data flows to solve problems like fraud, churn, supply chain optimization, predictive maintenance, and much more. 

Main Contents

Artificial Intelligence for Enterprise 
  • AI Algorithms
Demand Forecasting 
  • AI algorithms for demand forecasting
  • Continuous learning for demand forecast models
Churn Analytics 
  • AI algorithms for churn analytics
  • Building an end to end churn prediction model
Fraud Detection
  • AI algorithms for fraud detection
  • Fraud detection in financial industry
  • Fraud detection in insurance industry
Value Optimization 
  • AI techniques for value optimization
  • Optimize advertising campaigns
  • Effectively allocate resources
Predictive Maintenance
  • Reactive vs. proactive
  • AI algorithms for predictive maintenance
  • Create, build, and run advanced predictive maintenance models
Analytical Customer Relationship Management
  • Trend detection and prediction in customer relationship
  • Manage customer churn 
  • Predict shifts in customer interests
  • Highly customized campaigns
  • Customer satisfaction prediction
Build Intelligent Process Control Solutions
  • Reinforcement learning for control optimization
  • Smart manufacturing process optimization
  • Smart supply chain management
Enterprise AI Best Practices 
  • Building a scalable enterprise AI architecture
  • Model management
  • Model deployment
  • Continuous learning
  • Automated machine learning (AutoML)