This is an intermediate level course designed to introduce students to advance techniques used in data analysis and database management. Focus is placed on the use of scripts, the appropriate use of parametric and nonparametric tests, regression analysis and Decision Trees. The incorporation of these techniques will provide the tools necessary to perform sophisticated analysis and management of data.
Corporate training available
Students get a custom workbook with step-by-step instructions.
Modern computer classroom with a PC for each student to work on.
Small In-Person Classes
Get personalized attention in small groups with an expert instructor in the classroom.
Refresh the course materials within six months for free as long as there's space in the class.
What You'll Learn
- Non parametric test
- Regression analysis
- Decision tree
Full Course SyllabusDownload PDF Outline
Creating syntax file:
- Through GUI
- Command line
- Importing and modifying syntax files
Non parametric test
- Testing for skewness
- One sample Wilcoxon signed rank test
- Paired sample Wilcoxon signed rank test
- Kruskal-Wallis H-test
- Linear regression (linear)
- Linear regression (curvilinear)
- Multiple regressions with dummy variables
2 Way ANOVA
Repeated measure ANOVA
Frequently Asked Questions
Do I need to bring a computer?
No. We provide a computer with the necessary software for each attendee. This course is available on Windows PC only.
Are discounts available for this course?
No. This course is not eligible for any discounts.
We offer discounts for packages of classes, including our Excel Bootcamp, SQL Bootcamp, Data Analytics, and PowerPoint Bootcamp.
We also provide discounts for ten or more classes purchased together. Please reach out for more information on our voucher programs.
Does this course come with a book?
Yes. This course includes a complimentary book or manual at no additional cost.
What if I need to retake this course? May I retake it for free?
Yes. You may retake this course for free once within six months, provided that the class is running with an available seat. For more information, visit our policies page.