SAP Analytics Cloud: Predictive Functions

• Application Consultant
• Business Analyst
• Program / Project Manager
• Data Scientist
• Technology Consultant
• Business Planner

This course will prepare you to:

• Understand basic predictive analytics concepts and approaches in SAC.
• Use Smart Assist and Smart Discovery to enhance your understanding of your data.
• Be able to use the Smart Predict automated analytics capabilities to build and implement classification, regression and time-series models.
• Understand the fundamentals of R Visualization in SAC
• Understand the fundamentals of Predictive Planning in SAC

Essential

• SAC01

Recommended

• Basic background in Business Analytics

• Introduction to Data Science and Predictive Analytics
• Introduction to SAC Smart Features
  • Smart Assist
  • Smart Predict
• Augmented Analytics
  • Introduction to Predictive Scenarios
  • Data types and storage
  • Introduction to automated data encoding
  • Data description
  • Data Structures for Augmented Analytics
  • Overview Consuming Predictive Output in SAC
  • Basic Introduction to Predictive Modeling
  • Classification Models
  • How to Analyze the Results of a Classification Model
  • Introduction to Applying Classification Models
  • Time Series Models
  • Build a Time Series Model
  • How to Analyze the Results of a Time Series Model
  • Introduction to Applying a Time Series Model Regression Models
  • Build a Regression Model
  • How to Analyze the Results of a Regression Model
  • Introduction to Applying a Regression Model
• Visualizing Results
  • Creating Stories and Dashboards with Model Output
  • R Visualizations
• Predictive Planning
  • Combining Augmented Analytics with Planning
• Project Frameworks
• Road Map
• Resources