Statistical Thinking for Industrial Problem Solving, presented by JMP
Completed by Aman Kumar
July 16, 2025
53 hours (approximately)
Aman Kumar's account is verified. Coursera certifies their successful completion of Statistical Thinking for Industrial Problem Solving, presented by JMP
What you will learn
How to describe data with statistical summaries, and how to explore your data using advanced visualizations.
Understand statistical intervals, hypothesis tests and how to calculate sample size.
How to fit, evaluate and interpret linear and logistic regression models.
How to build predictive models and conduct a statistically designed experiment.
Skills you will gain
- Category: Predictive Analytics
- Category: Exploratory Data Analysis
- Category: Correlation Analysis
- Category: Regression Analysis
- Category: Statistical Hypothesis Testing
- Category: Statistical Methods
- Category: Probability & Statistics
- Category: Experimentation
- Category: Predictive Modeling
- Category: Data-Driven Decision-Making
- Category: Statistics
- Category: Statistical Modeling
