Decision Support Systems (DSS)

Executive Information Systems (EIS)

Accounting Information Systems (AIS)

Transaction Cycles

Advantages and Disadvantages of ERP

BPM Framework

The BPM Spiral

Raw Data vs. Usable Information

Database

Relational Database

Extract Data:

Cleanse Extracted Data

Normalize Data for the Data Warehouse

Transform Data Into the Warehouse Model

Load Data Into the Data Warehouse Database

Test Updated Data Mart

Control Activities

Information and Communication

Governance Stakeholders

COBIT Overview

Data Capture

Data Maintenance

Data Cleansing

Data Synthesis

Data Analytics

Data Usage

Data Archival

Data Purging

Data Publication

Organizational Retention Needs

Regulatory Considerations

Archival Procedures

National Institute of Standards and Technology (NIST) Cybersecurity Framework

Security Controls

The Waterfall Model

The Agile Framework

Inference Engines

Business Process Analysis

Software as a Service (SaaS)

Blockchain

Clustering

Classification

Regression

Time Series Analysis

Forecasting Analytics

Challenges of Fitting Analytic Models to the Data

Sensitivity Analysis

Simulation Models

Benefits and Limitations of Visualization Techniques

Determining the Best Channel to Communicate Results

Evaluating Data Visualization Options

Communicating Using Visualization Techniques

Managing Data Analytics

Data Progression

Data Structure

Opportunities and Challenges With Big Data

The Four Vs

Big Data

Introduction to Analytic Data Modeling

Types of Data Analytics

Exploratory Data Analysis

Challenges of Data Mining

Retrieving Information

Data Mining Process

Descriptive

Diagnostic

Predictive

Prescriptive