Statistical Skills for Administrators
What Will I Benefit?
Gain insights on how to understand data and to perform basic data analysis to utilize it in decision making.
Course Objectives
-
At the end of this course, the participants should be able to:
- Understand what Data is, its sources and types.
- Classify and group data
- Analyze Data
- Utilize result of analyzed data in Decision Making
Target Audience
Supervisors, managers, and employees who are expected to handle and analyze data to assist in making better decision making.
Course Outline
5
5
Topics
-
Introduction
- What is Data?
- Sources of Data
- The process of making sense of data
- Observations and variables
- Types of variables
- Central Tendency
- Data Distribution
- Confidence Intervals
- Hypothesis Tests
- Cleaning data
- Removing observations & variables
- Generating consistent scales
- Frequency distribution
- Converting data and categorizing
- Generating groups
- Visualizing relationships between variables
- Univariate Data Visualization
- Multivariate Data Visualization
- Visualization Groups
- Clustering
- Association Rules
- Predictive modeling
- Multiple Linear Regression
- Standard error
- Coefficient of multiple determination
- Logistic Regression
- Estimating Coefficients
- Assessing and Optimizing results
- Classification and Regression tests
- Applying data analysis at work
5
5
Target Competencies
- Analytical Skills
- Statistical Analysis
- Decision Making
- Predictive modeling
5
5
Course Methodology
-
This training course will be carried out through the use of best practices and the right combination of engaging and purposeful tools such as:
- Practical, relevant case studies
- Workshops and group activities
- Related role plays
- Experiential learning
- Brain storming
- Stimulating mental activities
- Engaging team competitions
- Suitable training Videos
- Presentations
- Self–assessments
- Learning with Simulations and Games
Making Sense Out of Data
4600 SAR
3 Days
Course Dates & Locations
*Prices do not include value added tax.
For more information, do not hesitate to contact us
Find more topics about Statistical Skills and Applications Courses
Statistical Skills for Administrators (Virtual)
Data Collection and Analysis
Data Collection and Analysis (Virtual)
Time Series Analysis and Forecasting
Statistical Process Control of Production and Service