What you will learn in Business Statistics and Analysis Specialization Course
- Master essential Excel functions for data analysis and business modeling.
- Understand and apply descriptive statistics and probability distributions to business decisions.
- Conduct hypothesis testing and build confidence intervals for data-driven insights.
- Develop and interpret linear regression models for predictive analytics.
- Apply statistical techniques to real-world business problems through a comprehensive capstone project.
Program Overview
Introduction to Data Analysis Using Excel
⏱️ 24 hours
- Learn to import, organize, and manipulate data in Excel.
- Utilize functions like IF, VLOOKUP, and RANDBETWEEN.
- Create PivotTables, charts, and perform data filtering.
Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions
⏱️ 20 hours
Explore measures of central tendency and variability.
Understand and apply normal, binomial, and Poisson distributions.
Learn about the Central Limit Theorem and its business applications
Business Applications of Hypothesis Testing and Confidence Interval Estimation
⏱️24 hours
Construct and interpret confidence intervals.
Perform hypothesis tests for means and proportions.
Apply these techniques to real business scenarios.
Linear Regression for Business Statistics
⏱️ 20 hours
- Develop simple and multiple linear regression models.
- Interpret regression coefficients and assess model fit.
- Use regression analysis for forecasting and decision-making.
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Job Outlook
Proficiency in business statistics is valuable for roles such as Data Analyst, Business Analyst, and Financial Analyst.
Skills acquired in this specialization are applicable across various industries, including finance, marketing, and operations.
Completing this specialization can enhance your qualifications for positions that require data-driven decision-making capabilities.
Specification: Business Statistics and Analysis Specialization
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