Performing Statistical Analysis with MATLAB

Course Overview

What does this course tell?
(Please note that the following overview content is from the original platform)

Learn how MATLAB can be used for different types of statistical analysis. No matter if summary statistics, hypothesis tests, modeling or visualizations, MATLAB has you covered.
MATLAB has many different uses for different types of statistical analysis. In this course, Performing Statistical Analysis with MATLAB, you’ll gain the ability to analyze and model standard datasets. First, you’ll explore summary statistics. Next, you’ll discover how probability distributions are defined for our course dataset. Then, you'll see how models and curve fits can be tailored to accurately describe data. Finally, you’ll learn how to use industrial statistics for advanced analysis like durability analysis, process control and design of experiments. When you’re finished with this course, you’ll have the skills and knowledge of MATLAB needed to analyze standard datasets containing numeric, integer and categorical variables.

We consider the value of this course from multiple aspects, and finally summarize it for you from three aspects: personal skills, career development, and further study:
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What skills and knowledge will you acquire during this course?
Upon completion of this course, participants will have acquired the skills and knowledge to use MATLAB for different types of statistical analysis. This includes the ability to analyze and model standard datasets, as well as use MATLAB for advanced analysis such as durability analysis, process control, and design of experiments. Participants will also have a better understanding of summary statistics, probability distributions, models and curve fits, and industrial statistics.

How does this course contribute to professional growth?
This course provides an opportunity for professional growth by teaching the skills and knowledge to use MATLAB for different types of statistical analysis. Participants will learn how to accurately describe data and use MATLAB for advanced analysis such as durability analysis, process control, and design of experiments. This course can be used as a foundation for further development in topics such as data visualization, machine learning, and predictive analytics.

Is this course suitable for preparing further education?
Yes, this course is suitable for preparing further education. It provides the skills and knowledge to use MATLAB for different types of statistical analysis, as well as how to accurately describe data and use MATLAB for advanced analysis. After completing this course, learners will have the skills and knowledge to use MATLAB for different types of statistical analysis, which can be used to analyze and model standard datasets, as well as use MATLAB for advanced analysis such as durability analysis, process control, and design of experiments. Learners can further develop their skills in using MATLAB for statistical analysis by taking courses on topics such as data visualization, machine learning, and predictive analytics.