course | Certified Data Analysis Professional
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ICTP-2136 | Certified Data Analysis Professional
Course Sector : Internationally Certified Training Programs
| Duration | Date from | Date to | Course Venue | Course fees | Book a course |
|---|---|---|---|---|---|
| 5 Days | 2025-05-26 | 2025-05-30 | Online | $1,500 | Book now |
| 5 Days | 2025-08-04 | 2025-08-08 | Online | $1,500 | Book now |
| 5 Days | 2025-10-20 | 2025-10-24 | Online | $1,500 | Book now |
Course Introduction
The Certified Data Analysis Professional is the first level of our Data Analysis Program. It is a hands-on training course aimed at equipping you with the necessary concepts and tools needed to perform basic statistical and analytical reporting activities, in order to generate value out of the existing data. The course provides you with the knowledge required for understanding distinct methods used in analyzing data, statistical interpretation of quantitative and qualitative data, and becoming proficient in using key Microsoft Excel features, by building frequency and conditional tables, creating different types of charts, finding correlations and relationships between variables, hypothesis testing and statistical modeling.
Course objective
By the end of this training course, participants will be able to:
- Developing a hands-on, practical overview of data analysis and connected topics;
- Integrating statistical concepts and analysis tools that are widely used in corporate analytics environments;
- Analyzing examples of practical applications for statistical methods, used in solving real-life business issues;
- Acquiring mastery of Microsoft Excel Data Analysis features, by learning to use statistical
- techniques through practical examples
Course Outline | 01 Day One
Understanding Data Analysis:
Course context:
- Introduction of the participants
- Expectations setting
- Learning objectives formulation
- Course agenda presentation
Business Understanding:
- Definition of Data Analysis
- Types of Data Analysis
- Data Analysis Process
- Data Analysis Governance
- Data Analysis in Business Capabilities
Data Preparation:
- Types of Data Sets
- Data Quality
- Data Cleaning
- Data Aggregating
Course Outline | 02 Day Two
Understanding Data Analysis:
Data Exploration:
- Frequency Tables
- Qualitative Charts
- Quantitative Charts
- Structure Charts
Descriptive Statistics:
- Univariate Analysis
- Bivariate Analysis
Sampling:
- Population and Sample
- Sampling Techniques
- Sampling Determinations
Course Outline | 03 Day Three
Core of Data Analysis:
Estimation of Population:
- Inferential Statistics Types
- Sources of Estimation Errors
- Central Limit Theorem
- Normal Distribution and T-Distribution
- Population Interval Estimation
Hypothesis Testing:
- Hypothesis Testing Procedure
- Type I and Type II Errors
- Level of Significance and p-Value
- Different Types of Hypothesis Testing
Z-Test and T-Test:
- One Sample Analysis
- Two Independent Samples Analysis
- Two Dependent Samples Analysis
Course Outline | 04 Day Four
Advanced Data Analysis:
Analysis of Variance:
- F-Distribution
- ANOVA Test Procedure
- Three or more Independent Samples Analysis
Chi-Square Tests:
- Chi-Square Distribution
- Goodness of Fit Test
- Test of Independence
Linear Regression Analysis:
- Least Squares Method
- Coefficient of Determination and Correlation
- Standardization; Homogeneity.
Course Outline | 05 Day Five
Advanced Data Analysis:
Multiple Regression Analysis:
- Multiple Coefficient of Determination
- Multicollinearity
- Variance Inflation Factor
Time Series:
- Trend Component
- Cyclical Component
- Seasonal Component
- Irregular component
- Moving Average
Review and certification exam:
- Course Review
- Certification Exam
BOOST’s Professional Attendance Certificate “BPAC”
BPAC is always given to the delegates after completing the training course,and depends on their attendance of the program at a rate of no less than 80%,besides their active participation and engagement during the program sessions.
KPI Institute(KPI)
The KPI Institute specializes in performance management, offering certifications on key performance indicators (KPIs) and strategy. Their certifications help individuals enhance skills in measuring and improving organizational performance.
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