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Unit 1: Introduction
Lesson: Introduction
Unit 2: CRISP-DM Introduction
Lesson: CRISP-DM Introduction
Unit 3: Business Understanding
Lesson: Business Understanding Phase
Lesson: Design Thinking
Unit 4: Data Understanding
Lesson: Data Understanding Phase
Lesson: Initial Data Analysis and Exploratory Data Analysis
Lesson: SAP Lumira
Unit 5: Data Preparation
Lesson: Data Preparation Phase
Lesson: Data Preparation Expert Analytics
Lesson: Automating Data Preparation
Lesson: Creating Dynamic Data Sets
Unit 6: Modeling
Lesson: Modeling Phase
Lesson: SAP Predictive Analytics Autmoated
Lesson: Automated Data Encoding
Lesson: Building Models Automatically
Lesson: Social and Recommendation
Lesson: SAP Predictive Analytics Expert
Lesson: PAL/APL
Lesson: Model Quality
Unit 7: Evaluation
Lesson: Introduction to Evaluation
Unit 8: Deployment
Lesson: Deployment Phase
Lesson: SAP Predictive Factory
Unit 9: Bringing it All Together
Lesson: Complete Process and Challenges