Undergraduate Certificate in Business Statistics Fundamentals
-- viewing nowThe Undergraduate Certificate in Business Statistics Fundamentals is a comprehensive course designed to equip learners with critical statistical analysis skills for the business world. This program emphasizes the importance of data-driven decision-making and provides a solid foundation in descriptive and inferential statistics, probability, and hypothesis testing.
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Course Details
• Descriptive Statistics: Measures of central tendency, variability, and distribution; data visualization using graphs and charts.
• Probability Theory: Definitions and axioms of probability, conditional probability, and joint probability distributions.
• Discrete and Continuous Random Variables: Probability mass and density functions, cumulative distribution functions, and expected values.
• Sampling Distributions: Central Limit Theorem, sampling distributions of means and proportions.
• Estimation: Point estimation, interval estimation, confidence intervals, and hypothesis testing.
• Hypothesis Testing: One-sample and two-sample tests, t-tests, ANOVA, chi-square tests.
• Correlation and Regression Analysis: Pearson correlation, simple linear regression, multiple linear regression.
• Analysis of Variance (ANOVA): One-way and two-way ANOVA, factorial designs.
• Nonparametric Tests: Wilcoxon rank-sum test, Mann-Whitney U test, Kruskal-Wallis H test, Friedman test.
Career Path
Entry Requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course Status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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