By the end of this course, learners will be able to analyze datasets, interpret statistical results, apply inferential methods, evaluate measurement systems, and monitor process performance using Minitab. Learners will develop the ability to select appropriate statistical tools, validate assumptions, and make data-driven decisions across quality, engineering, and business contexts.
This course provides a structured, end-to-end journey through statistical analysis using Minitab, starting from foundational concepts such as data types, descriptive statistics, and data visualization, and progressing to probability distributions, sampling, hypothesis testing, regression, and process control. Through step-by-step demonstrations aligned with real-world scenarios, learners gain both conceptual clarity and practical proficiency.
What makes this course unique is its progressive, practice-oriented design that bridges beginner concepts to advanced applications such as Measurement System Analysis (MSA), Process Capability Analysis, ANOVA, and Control Charts. Each topic is carefully sequenced to build confidence while reinforcing analytical thinking. Whether learners are new to statistics or seeking to strengthen their applied skills, this course equips them with industry-relevant statistical competence using Minitab.
This module introduces learners to the fundamentals of statistical analysis using Minitab, focusing on data types, descriptive statistics, and essential visualization techniques for effective data interpretation.
涵盖的内容
9个视频4个作业
显示有关单元内容的信息
9个视频•总计56分钟
Introduction to Minitab•5分钟
Types of Data•10分钟
Measure of Dispersion•3分钟
Descriptive Stats•10分钟
Data Sorting•5分钟
Histograms•5分钟
Pie Charts•9分钟
Bar Charts•5分钟
Line Graphs•4分钟
4个作业•总计60分钟
Graded-Foundations of Statistical Thinking with Minitab•30分钟
Getting Started with Data•10分钟
Understanding and Organizing Data•10分钟
Visualizing Data Clearly•10分钟
Exploring Data Patterns and Distributions
第 2 单元•小时 后完成
单元详情
This module builds analytical skills by exploring data relationships, probability distributions, and sampling concepts to support sound statistical reasoning and data preparation.
涵盖的内容
9个视频4个作业
显示有关单元内容的信息
9个视频•总计63分钟
Scatter plots•4分钟
Box Plot•4分钟
Discrete Random Variable•11分钟
Binomial Distribution•9分钟
Normal Distribution•10分钟
Normality Test•6分钟
Data Transformation•6分钟
Sampling and Sample Size•6分钟
Sample Size for Estimation•8分钟
4个作业•总计60分钟
Graded-Exploring Data Patterns and Distributions•30分钟
Relationships and Spread•10分钟
Probability Distributions Made Simple•10分钟
Preparing Data for Analysis•10分钟
Statistical Inference and Measurement Systems
第 3 单元•小时 后完成
单元详情
This module focuses on inferential statistics, measurement system evaluation, and hypothesis testing to enable data-driven decision-making in quality and process improvement.
涵盖的内容
9个视频4个作业
显示有关单元内容的信息
9个视频•总计81分钟
Parameter Estimation•9分钟
Power Analysis•12分钟
Measurement System Analysis•8分钟
MSA Gage R and R•4分钟
MSA Attribute Agreement Analysis•11分钟
Process Capability Analysis•10分钟
Hypothesis Testing•11分钟
Hypothesis Testing Mean•8分钟
Paired-T Test•8分钟
4个作业•总计60分钟
Graded-Statistical Inference and Measurement Systems•30分钟
Estimation and Power•10分钟
Measurement System Validation•10分钟
Foundations of Hypothesis Testing•10分钟
Advanced Analysis and Process Control
第 4 单元•小时 后完成
单元详情
This module equips learners with advanced statistical tools for comparing groups, modeling relationships, and monitoring process performance using control charts.
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