Book: [PAII10] SAP Predictive Analytics

Looking to expand your SAP knowledge using trusted resources? Our SAP Predictive Analytics (PAII10), latest book from SAP Learning Hub, is your key to mastering SAP systems and processes. Perfect for students, professionals, and SAP enthusiasts, this book provides verified content straight from the source.

Product Highlights:

• Product Category: Analytics
• Product: SAP Predictive Analytics
• Book Code: PAII10
• Book Title: SAP Predictive Analytics

Contents: Book SAP Predictive Analytics [PAII10]

Unit 1: Introduction to Predictive Analytics
Lesson: Describing Predictive Analytics
Lesson: Describing SAP Predictive Analytics
Lesson: Outlining Predictive Analytics Project Frameworks
Lesson: Detailing SAP Analytics Use Case Examples

Unit 2: Foundations of Automated Analytics (1)
Lesson: Explaining SAP Predictive Analytics Data Types and Storage
Lesson: Defining Automated Data Encoding Fundamentals
Lesson: Describing Model Building in SAP Predictive Analytics

Unit 3: Predictive Factory
Lesson: Describing SAP Predictive Factory
Lesson: Listing the SAP Predictive Factory Roles
Lesson: Describing the SAP Predictive Factory Server Setup
Lesson: Checking Data Descriptions
Lesson: Building a Time Series Model in SAP Predictive Factory
Lesson: Explaining Segmented Time Series Modeling
Lesson: Describing Classification Models
Lesson: Building a Classification Model in SAP Predictive Factory
Lesson: Explaining Classification Model Output
Lesson: Interpreting the Error Matrix
Lesson: Applying a Classification Model
Lesson: Creating and Scheduling Tasks
Lesson: Explaining Regression Modeling in SAP Predictive Factory
Lesson: Building a Regression Model
Lesson: Describing Deviation Analysis
Lesson: Importing Models from SAP Predictive Analytics into SAP Predictive Factory

Unit 4: Data Manager
Lesson: Explaining Data Preparation
Lesson: Outlining Data Manipulation in SAP Predictive Analytics
Lesson: Outlining Data Manager
Lesson: Using Data Manager and Toolkit

Unit 5: Classification Modeling with Modeler
Lesson: Building a Classification Model with Modeler
Lesson: Explaining the Confusion Matrix
Lesson: Applying a Model
Lesson: Performing Deviation Analysis in Modeler
Lesson: Outlining Advanced Functionality
Lesson: Outlining Advanced Data Description Functionality

Unit 6: Regression Modeling with Modeler
Lesson: Training a Regression Model
Lesson: Explaining Regression Model Output
Lesson: Improving Regression Model Performance
Lesson: Applying a Regression Model

Unit 7: Clustering with Automated Analytics
Lesson: Explaining Clustering and Segmentation
Lesson: Describing Supervised and Unsupervised Clustering
Lesson: Explaining Cluster Range
Lesson: Explaining Cluster Model Outputs
Lesson: Applying the Cluster Model
Lesson: Building a Cluster Model in SAP Predictive Analytics

Unit 8: Time Series with Modeler
Lesson: Building a Time Series Model with Modeler

Unit 9: Social & Recommendation
Lesson: Building a Social Network (link) Model Using Telco CDR Data
Lesson: Building a Product Recommendation Model using Link Analysis

Unit 10: Foundations of Automated Analytics (2)
Lesson: Outlining Data Partiton Strategies in SAP Predictive Analytics
Lesson: Explaining the Foundations of Automated Modeling
Lesson: Describing the Data Encoding Process
Lesson: Advanced model curves

Unit 11: Final Exercise
Lesson: Creating a Retail Analysis

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• SAP learners seeking verified content from a trusted source.
• Professionals aiming to strengthen their SAP skills.
• Consultants needing reliable reference material.