Minitab Mastery: Statistical Analysis and Data Visualization
Master statistical analysis with Minitab: Learn data visualization, predictive modeling, and hypothesis testing.
4.06 (9 reviews)
1,110
students
36.5 hours
content
Jul 2024
last update
$19.99
regular price
What you will learn
Introduction to Minitab: Familiarization with Minitab's interface, tools, and basic functionalities.
Descriptive Statistics: Learning to summarize and interpret data using measures like mean, median, mode, and standard deviation.
Data Visualization: Creating effective graphs and charts such as histograms, scatter plots, and box plots to visually represent data distributions and relations
Hypothesis Testing: Understanding the process of hypothesis testing, including setting up hypotheses, selecting appropriate tests (e.g., t-tests, ANOVA)
Regression Analysis: Applying regression models to analyze relationships between variables, including simple linear regression and multiple regression models.
Predictive Modeling: Using Minitab for predictive analytics, including logistic regression and decision tree analysis to forecast outcomes based on historical
Quality Control and Process Improvement: Applying statistical tools such as control charts and process capability analysis to monitor and improve processes.
Experimental Design: Designing and analyzing experiments using factorial designs and response surface methodologies to optimize processes and products.
Advanced Statistical Techniques: Exploring advanced topics such as time series analysis, non-parametric tests, and multivariate analysis.
Real-World Applications: Applying Minitab skills to real-world case studies and projects across various domains, including healthcare, manufacturing, finance
6043366
udemy ID
6/26/2024
course created date
7/15/2024
course indexed date
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