Business Intelligence

Deskripsi

To successfully compete in today’s global business environment an organization must constantly monitor, recognize and understand every aspect and every issue of its operations, its industry and the overall business environment.

This course focuses on business intelligence – an information technology approach to data collection and data analysis to support a wide variety of management tasks, from performance evaluation to trend spotting and policy making.

Participants learn analytical components and technologies used to create dashboards and scorecards, data/text/Web mining methods for trend and sentiment analysis, and artificial intelligence techniques used to develop intelligent systems for decision support.

To successfully compete in today’s global business environment an organization must constantly monitor, recognize and understand every aspect and every issue of its operations, its industry and the overall business environment.

This course focuses on business intelligence – an information technology approach to data collection and data analysis to support a wide variety of management tasks, from performance evaluation to trend spotting and policy making.

Participants learn analytical components and technologies used to create dashboards and scorecards, data/text/Web mining methods for trend and sentiment analysis, and artificial intelligence techniques used to develop intelligent systems for decision support.

Business Intelligence requires foundation knowledge in data storage and retrieval, thus this course will review logical data models for both database management systems and data warehouses. participants will learn to extract and manipulate data from these systems and assess security-related issues. Data mining, visualization, and statistical analysis along with reporting options such as management dashboards and balanced scorecards will be covered

Tujuan

At the completion of the course participants shall benefit from the course such as:

  • Articulate modern concepts, theories, and research in the field of Business Intelligence (BI).
  • Apply BI enabling technologies in organizational settings.
  • Articulate modern BI practices, including knowledge integration, sourcing and managing BI solutions.
  • Discuss the social and ethical issues related to the use of Business Intelligence technologies in organizations.
  • Articulate the crucial role that Business Intelligence plays in careers as well as in business and society in the 21st century.

Target Peserta

Professionals with focus on applying technology in the business development, managers with direction towards the achievement of organization goals as by taking advantage of the technology advancement.

Syarat

Tidak ada syarat khusus.

1. Introduction to Business Intelligence
2. Data Warehousing
3. Business Performance Management
4. Balanced Scorecard and
5. Data Mining for Business Intelligence
6. Data Mining Neural Network
7. Text and Web Mining

  • Business Intelligence Implementation Integration
  • Relational databases and models
  • Structured query language (SQL) – end-user perspective
  • Data warehouses and data marts
  • Dimensional modeling
  • Data security and privacy

8. Business performance management, including

  • Key performance indicators and operational metrics o Balanced scorecard
  • Six Sigma
  • Dashboards

9. Data visualization
10. Data mining, including

  • Classification
  • Cluster analysis o Neural networks
  • Text mining
  • Web mining

11. Report design and development
12. Emerging trends in BI

Waktu Pelaksanaan 3 Hari

Complimentary Download

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