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SAP Learning

Developing Data Models with SAP HANA Cloud

via SAP Learning

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Overview

Syllabus

  • Preparing the Modeling Environment
    • Getting Started with SAP Business Application Studio
    • Working with Development Spaces
    • Creating a New Project in SAP Business Application Studio
    • Importing an Existing Project in SAP Business Application Studio
    • Navigating SAP Business Application Studio
    • Preparing the Modeling Environment
  • Creating Calculation Views
    • Understanding Basic Concepts and Terminology
    • Creating Dimension Calculation Views
    • Creating Cube Calculation Views
    • Creating Time-Based Dimension Calculation Views
    • Choosing a Data Source for a Calculation View
    • Checking the Output of a Calculation View
    • Working with Common Features of Calculation Views
    • Top View Node
    • Creating Calculation Views
  • Working with Common Nodes in Calculation Views
    • Using Projection Nodes
    • Working with Aggregation Nodes
    • Working with Common Nodes in Calculation Views
  • Joining Data Sources in Calculation Views
    • Using Join Nodes
    • Filtering on Join Nodes
    • Optimizing Joins
    • Joining Data Sources in Calculation Views
  • Working with Union Nodes in Calculation Views
    • Working with the Union Node
    • Implementing Union Pruning
    • Working with Union Nodes in Calculation Views
  • Creating Data Slices
    • Implementing Minus and Intersect Nodes
    • Creating Data Slices
  • Ranking Data
    • Implementing Rank Nodes
    • Ranking Data
  • Embedding Functions in Calculation Views
    • Generating Restricted Columns
    • Generating Calculated Columns
    • Filtering Data
    • Implementing Currency Conversion
    • Embedding Functions in Calculation Views
  • Creating Dynamic Calculation Views
    • Implementing Variables
    • Implementing Input Parameters
    • Mapping Variables and Input Parameters
    • Creating Dynamic Calculation Views
  • Implementing Hierarchies in Calculation Views
    • Modeling Hierarchies
    • Implementing Hierarchies in Calculation Views
  • Developing Custom Logic using SQL
    • Introducing SAP HANA Cloud SQL Console
    • Implementing SQL in Calculation Views
    • Querying a Modeled Hierarchy Using SQL
    • Working with SQLScript
    • Creating and Using Functions
    • Developing Custom Logic using SQL
  • Applying Best Practices for Modeling
    • Implement Recommended Modeling Practices
    • Implement Best Practices in calculation view nodes
    • Applying Best Practices for Modeling
  • Using Tools to Check Model Performance
    • Validating calculation views with Performance Analysis mode
    • Debugging Calculation Views with the Debug Query Mode
    • Analyzing executions with the SQL Analyzer
    • Using Tools to Check Model Performance
  • Implementing Features to Improve Performance
    • Controlling Parallelization
    • Partitioning Tables
    • Implementing Features to Improve Performance
  • Storing Calculation View Results
    • Implementing Static Cache to Improve Performance
    • Creating Snapshots
    • Defining MDS Cubes
    • Storing Calculation View Results
  • Using Additional Modeling Productivity Tools
    • Productivity Aids for Efficient Calculation View Development
    • Working with Modeling Content in a Project
    • Using Additional Modeling Productivity Tools
  • Working in a Modeling Project
    • Project Structure
    • Deploying Models
    • Manage modeling content
    • Working in a Modeling Project
  • Managing the Lifecycle of a Modeling Project
    • Creating a Project
    • Enabling Access to External Data
    • Using Git to Manage Source Code
    • Deploying an Application
    • Managing the Lifecycle of a Modeling Project
  • Implementing Security in SAP HANA Modeling
    • Defining Analytic Privileges
    • Defining Roles
    • Masking Sensitive Data
    • Implementing Security in SAP HANA Modeling
  • Getting Started with SAP HANA Cloud Knowledge Graph Engine
    • Overview of Knowledge Graphs
    • SAP HANA Cloud Knowledge Graph Engine
    • Use Cases and Demo
    • Getting Started with SAP HANA Cloud Knowledge Graph Engine

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