People Innovation Excellence

BUSINESS ANALYTICS (4/2 CREDITS)

Learning Outcomes:

On successful completion of this course, students will be able to: explain the motivations, concepts, methods, and methodologies for different types of analytics; Identify the fundamental tools and methods of data analysis and statistics for descriptive analytics; Practice several approaches for predictive analytics including: trendlines and regression analysis, forecasting, introductory data mining techniques, building and analyzing models on spreadsheets, and simulati; Practice several approaches for prescriptive analytics including: linear, integer, and nonlinear optimization models and applications.

Topics:

  1. Introduction to Business Analytics;
  2. Database Analytics;
  3. Descriptive Statistics;
  4. Probability Distributions and Data Modeling;
  5. Statistical Inference;
  6. Trendlines and Regression Analysis;
  7. Forecasting Techniques;
  8. Spreadsheet Modeling and Analysis;
  9. Simulation and Risk Analysis;
  10. Linear Optimization;
  11. Integer and Nonlinear Optimization;
  12. Optimization Analytics;
  13. Decision Analysis;
  14. Connect, Customize, Organize Data and Create Filters;
  15. Build Common Views 1;
  16. Build Common Views 2;
  17. Calculated Fields and Table Calculations 1;
  18. Apply Analytics 1;
  19. Work with Multiple Data Sources;
  20. Create, Share, and Publish Dashboards and Stories;
  21. Tableau Fundamentals Review and Data Restructuring with Filters;
  22. Managing Data Sources;
  23. Calculated Fields and Table Calculations 2;
  24. Create Level of Detail (LOD) Expressions;
  25. Apply Analytics 2;
  26. Map Geographic Data and Customizing Tableau’s Geocoding.

Published at :

Periksa Browser Anda

Check Your Browser

Situs ini tidak lagi mendukung penggunaan browser dengan teknologi tertinggal.

Apabila Anda melihat pesan ini, berarti Anda masih menggunakan browser Internet Explorer seri 8 / 7 / 6 / ...

Sebagai informasi, browser yang anda gunakan ini tidaklah aman dan tidak dapat menampilkan teknologi CSS terakhir yang dapat membuat sebuah situs tampil lebih baik. Bahkan Microsoft sebagai pembuatnya, telah merekomendasikan agar menggunakan browser yang lebih modern.

Untuk tampilan yang lebih baik, gunakan salah satu browser berikut. Download dan Install, seluruhnya gratis untuk digunakan.

We're Moving Forward.

This Site Is No Longer Supporting Out-of Date Browser.

If you are viewing this message, it means that you are currently using Internet Explorer 8 / 7 / 6 / below to access this site. FYI, it is unsafe and unable to render the latest CSS improvements. Even Microsoft, its creator, wants you to install more modern browser.

Best viewed with one of these browser instead. It is totally free.

  1. Google Chrome
  2. Mozilla Firefox
  3. Opera
  4. Internet Explorer 9
Close