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Course Curriculum

Chapter 1: Concepts of Data Structure
1.1 Data 00:00:00
1.2 Data Structure 00:00:00
1.3 Database 00:00:00
Quiz 1 – Data warehousing 7 days
Chapter 2: Basic SQL Queries
2.1 SQL 7 days
Quiz 2 – Data Warehousing 7 days
Chapter 3: Concepts and Architecture of Data Warehouse
3.1 Data Warehouse 00:00:00
3.2 Multidimensional Database 00:00:00
3.3 Data Lake 7 days
Quiz 3 – Data Warehousing 7 days
Chapter 4: Introduction to Basic Data Mining
4.1 • Data Mining 00:00:00
4.2 Knowledge Discovery 7 days
4.3 Creating Data Source 00:00:00
4.4 Creating Data Source Views 00:00:00
4.5 Creating Cube 00:00:00
4.6 Changing Data Source View 00:00:00
4.7 Analyzing the Database Dimensions 00:00:00
4.8 Deploying the cube 00:00:00
4.9 Creating a KPI to an SSAS Cube 00:00:00
4.10 Defining the Reseller Revenue KPI 00:00:00
4.11 Browsing the Cube by Using the Reseller Revenue KPI 00:00:00
4.12 Defining the Product Gross Profit Margin KPI 00:00:00
4.13 Browsing the Cube by Using the Total Gross Profit Margin KPI 00:00:00
4.14 Drill through Action 00:00:00
4.15 Using the Drill through Action 00:00:00
4.16 Modifying the Drill through Action 00:00:00
4.17 Reviewing the Modified Drill through Action 00:00:00
4.18 My SSRS Report with SQL Server Analysis Services OLAP Cube 00:00:00
4.19 Tabular Mode 00:00:00
4.20 Create a new tabular model project 00:00:00
4.21 Understanding the SSDT tabular model authoring environment 00:00:00
4.22 Create a Connection 00:00:00
4.23 Filter the Table Data 00:00:00
4.24 Mark as Date Table 00:00:00
4.25 Create Relationships 00:00:00
4.26 Create Calculated Columns 00:00:00
4.27 Create Measures 00:00:00
4.28 Create Key Performance Indicators 00:00:00
Quiz 4 – Data Warehousing 01:00:00
Chapter 5: Basic Data Pre-processing
5.1 Methods of Data Pre-processing 00:00:00
5.2 Raw Data and Array 00:00:00
5.3 Frequency Distribution 00:00:00
5.4 Summation 00:00:00
5.5 The Arithmetic Mean 00:00:00
5.6 Outliers 00:00:00
5.7 Measures of Absolute Dispersion 00:00:00
5.8 Measures of Relative Dispersion 7 days
Quiz 5 – Data Warehousing 02:00:00
Chapter 6: Source Systems
6.1 Source Systems for Data Collection 00:00:00
6.2 Capturing Source System Definitions 00:00:00
6.3 Sources of Data that can be mined 7 days
Chapter 7: Business Process Analysis
Introduction 00:00:00
7.1 The Key Roles of Process Management 00:00:00
7.2 The Elements of a Process 00:00:00
7.3 Process Classification Framework 00:00:00
7.4 Six Steps for Process Improvement 00:00:00
7.5 Process Re-design and Business Transformation 7 days
Quiz 7 – Data Warehousing 01:00:00
Chapter 8: Fundamentals of Project Management
8.1 Project Management 7 days

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