Fundamentals Business Intelligence and Introduction to Data Mining

Continuing Education Credits
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CPA
6.0 CPE
CPD-IES8
6.0 Hours
CMA
6.0 CPE
CFE
6.0 CPE
CIA
6.0 CPE
CRMA
6.0 CPE

Certified Public Accountant

Continuing Education Credit:
6.0 CPE Credit
Field of Study:
Finance
CPE Delivery Method:
Self-Study
Program Location:
Online
Program Level:
Basic
Prerequisites:
No advanced preparation or prerequisites are required for this course.
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Chartered Accountant (IES8 CPD)

Continuing Education Credit:
6.0 Hour
Field of Study:
Finance
CPE Delivery Method:
Self-Study
Program Location:
Online
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Certified Management Accountant

Continuing Education Credit:
6.0 CPE Credit
Field of Study:
Finance
CPE Delivery Method:
Self-Study
Program Location:
Online
Program Level:
Basic
Prerequisites:
No advanced preparation or prerequisites are required for this course.
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Certified Fraud Examiner

Continuing Education Credit:
6.0 CPE Credit
Field of Study:
Finance
CPE Delivery Method:
Self-Study
Program Location:
Online
Program Level:
Basic
Prerequisites:
No advanced preparation or prerequisites are required for this course.
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Certified Internal Auditor

Continuing Education Credit:
6.0 CPE Credit
Field of Study:
Specific business topics such as finance and others
CPE Delivery Method:
Self-Study
Program Location:
Online
Program Level:
Basic
Prerequisites:
No advanced preparation or prerequisites are required for this course.
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Recognized CPE provider, authorized by the Institute of Internal Auditors for use in the Certified Internal Auditor (CIA) CPE program.
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Certification in Risk Management Assurance

Continuing Education Credit:
6.0 CPE Credit
Field of Study:
Other activities contributing to professional competence
CPE Delivery Method:
Self-Study
Program Location:
Online
Program Level:
Basic
Prerequisites:
No advanced preparation or prerequisites are required for this course.
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Recognized CPE provider, authorized by the Institute of Internal Auditors for use in the Certified Risk Management Assurance (CRMA) CPE program.
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Instructor for this course
  Course Overview CPE
Course Syllabus
INTRODUCTION AND OVERVIEW
  Introduction to What is Business Intelligence4:22
  Starting Case in Understanding BI 5:30
  Decision Making Process and Need of IT systems18:28
  Problem Structure and Decision Support Framework10:16
Business Intelligence Applications
  BI Applications-Data Analysis15:16
  BI Applications: Dashboard presentation systems6:42
  Different Types of Charts used in BI Dashboards21:44
  Good Dashboard and Balance Score Card11:56
  Examples of Bad Dashboards1:03
  Process of KPI Development19:30
DATA MANAGEMENT
  Overview of Datawarehouse6:58
  Data Warehouse Processing Steps8:16
  Data Warehouse Architecture - Tiers16:14
  Data Warehouse - Components13:12
  Approach to Develop Data Structure and Models of Database14:26
DATA MINING
  Basics of Data Mining18:24
  Stages of Data Mining21:46
  Data Mining Technique - Classification6:28
  Data Mining Technique- Clustering1:36
  Data Mining - Association Rules4:18
  Data Mining Applications - Banking2:34
  Data Mining Applications - CRM2:24
  Data Mining Applications - Other Industries4:02
CONTINUOUS PLAY
  Fundamentals Business Intelligence and Introduction to Data Mining3:55:24
SUPPORTING MATERIAL
  Slides: Fundamentals Business Intelligence and Introduction to Data MiningPDF
  Fundamentals Business Intelligence and Introduction to Data Mining Glossary/IndexPDF
REVIEW AND TEST
  REVIEW QUESTIONSquiz
 FINAL EXAMexam