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Frederico Aranha
What do you know about statistics? This course will teach you the essential statistics and how to start applying it in a Lean Six Sigma project.
Read more
What do you know about statistics? This course will teach you the essential statistics and how to start applying it in a Lean Six Sigma project.
Read more
What do you know about statistics? This course will teach you the essential statistics and how to start applying it in a Lean Six Sigma project.
Essential statistics are a must for any quality management professional. In this course, Understanding Basic Lean Six Sigma Statistics, you'll have the opportunity to learn basic general statistics. First, you’ll explore how to create basic charts. Next, you’ll discover probability distribution and how to create histograms in Excel. Finally, you’ll learn how to use correlation and linear regression in Lean Six Sigma projects. When you're finished with this course, you’ll have the skills and knowledge of basic statistics applied to quality management.
Register for this course and see more details by visiting:
OpenCourser.com/course/7wmtsm/understanding
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What's inside
Syllabus
Course Overview
Creating Basic Control Charts
Creating Histograms
Using Correlation and Regression Analysis
Read more
Syllabus
Course Overview
Creating Basic Control Charts
Creating Histograms
Using Correlation and Regression Analysis
Read more
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Meant for beginners in Six Sigma or quality management
Forms a foundation for learning basic general statistics
Teaches Lean Six Sigma practitioners essential statistics
Explores probability distribution and using Excel
Examines charting, histograms, and correlation in Lean Six Sigma
Save this course
Save Understanding Basic Lean Six Sigma Statistics to your list so you can find it easily later:
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Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Understanding Basic Lean Six Sigma Statistics with these
activities:
Compile Study Notes
Show steps
Organize and review course materials regularly will help reinforce your learning and contribute to your success in this course.
Show steps
-
Create a notebook or folder for your study notes
-
Organize your notes by topic
-
Summarize key concepts and equations
-
Regularly review your study notes
Watch Tutorial on Linear Regression
Show steps
Expand your knowledge of linear regression by watching a tutorial on the topic.
Browse courses on
Linear Regression
Show steps
-
Search for a tutorial on linear regression in Excel
-
Watch the tutorial
-
Attempt the practice exercises in the tutorial
Create a Histogram
Show steps
Create a histogram from a data set to visualize the distribution of your data and practice your data analysis skills.
Browse courses on
Data Visualization
Show steps
-
Gather 25 data points
-
Create a frequency table
-
Plot your histogram
Three other activities
Expand to see all activities and additional details
Show all six activities
Practice Creating Control Charts
Show steps
Control charts are a key Lean Six Sigma tool. Practice your skills to reinforce your understanding.
Browse courses on
Data Visualization
Show steps
-
Plot 25 data points on a control chart
-
Identify any out-of-control points
Peer Discussion: Correlation vs. Causation
Show steps
Meet with peers to engage in a discussion about the differences between correlation and causation. This will help you to better understand this important statistical concept.
Show steps
-
Join an online study group or forum
-
Post a discussion topic about correlation vs. causation
-
Contribute to the discussion
Collect and Analyze Data
Show steps
Improve your data analysis skills by collecting and analyzing a data set related to a Lean Six Sigma project.
Browse courses on
Data Collection
Show steps
-
Identify a data set that is relevant to a Lean Six Sigma project
-
Collect the data
-
Clean and prepare the data for analysis
-
Use statistical methods to analyze the data
-
Write a report summarizing your findings
Compile Study Notes
Show steps
Organize and review course materials regularly will help reinforce your learning and contribute to your success in this course.
Show steps
Show steps
Show steps
- Create a notebook or folder for your study notes
- Organize your notes by topic
- Summarize key concepts and equations
- Regularly review your study notes
Watch Tutorial on Linear Regression
Show steps
Expand your knowledge of linear regression by watching a tutorial on the topic.
Browse courses on
Linear Regression
Show steps
Show steps
Show steps
- Search for a tutorial on linear regression in Excel
- Watch the tutorial
- Attempt the practice exercises in the tutorial
Create a Histogram
Show steps
Create a histogram from a data set to visualize the distribution of your data and practice your data analysis skills.
Browse courses on
Data Visualization
Show steps
Show steps
Show steps
- Gather 25 data points
- Create a frequency table
- Plot your histogram
Three other activities
Expand to see all activities and additional details
Show all six activities
Practice Creating Control Charts
Show steps
Control charts are a key Lean Six Sigma tool. Practice your skills to reinforce your understanding.
Browse courses on
Data Visualization
Show steps
Show steps
Show steps
- Plot 25 data points on a control chart
- Identify any out-of-control points
Peer Discussion: Correlation vs. Causation
Show steps
Meet with peers to engage in a discussion about the differences between correlation and causation. This will help you to better understand this important statistical concept.
Show steps
Show steps
Show steps
- Join an online study group or forum
- Post a discussion topic about correlation vs. causation
- Contribute to the discussion
Collect and Analyze Data
Show steps
Improve your data analysis skills by collecting and analyzing a data set related to a Lean Six Sigma project.
Browse courses on
Data Collection
Show steps
Show steps
Show steps
- Identify a data set that is relevant to a Lean Six Sigma project
- Collect the data
- Clean and prepare the data for analysis
- Use statistical methods to analyze the data
- Write a report summarizing your findings
Career center
Learners who complete Understanding Basic Lean Six Sigma Statistics will develop knowledge and skills
that may be useful to these careers:
Quality Engineer
Quality Engineer
A Quality Engineer is responsible for assuring the quality of a company's products and services. In this role, you will design, develop, and implement quality control plans, as well as manage quality assurance programs. The Understanding Basic Lean Six Sigma Statistics course will help you get started in this field by teaching you the essential statistics and how to start applying them in a Lean Six Sigma project.
Data Analyst
Data Analyst
Data Analysts are responsible for collecting, cleaning, and analyzing data to help businesses make better decisions. In this role, you will use statistical techniques to identify trends and patterns in data, and then use this information to develop recommendations for improvement. The Understanding Basic Lean Six Sigma Statistics course will help you develop the skills you need to succeed in this role by teaching you the essential statistics and how to use them to solve real-world problems.
Operations Manager
Operations Manager
An Operations Manager is responsible for overseeing the day-to-day operations of a business. In this role, you will be responsible for planning, organizing, and directing the activities of the company's employees. The Understanding Basic Lean Six Sigma Statistics course will help you get started in this field by teaching you the essential statistics and how to use them to improve the efficiency and productivity of the company's operations.
Process Engineer
Process Engineer
A Process Engineer is responsible for designing and improving the processes that a company uses to produce its products and services. In this role, you will use statistical techniques to identify and eliminate waste and inefficiency in the company's processes. The Understanding Basic Lean Six Sigma Statistics course will help you develop the skills you need to succeed in this role by teaching you the essential statistics and how to use them to improve the efficiency and productivity of the company's processes.
Quality Control Manager
Quality Control Manager
A Quality Control Manager is responsible for ensuring that the company's products and services meet the required quality standards. In this role, you will be responsible for developing and implementing quality control plans, as well as managing quality assurance programs. The Understanding Basic Lean Six Sigma Statistics course will help you get started in this field by teaching you the essential statistics and how to start applying them in a Lean Six Sigma project.
Statistician
Statistician
A Statistician is responsible for collecting, analyzing, and interpreting data. In this role, you will use statistical techniques to solve problems, such as predicting future trends or testing the effectiveness of a new product. The Understanding Basic Lean Six Sigma Statistics course will help you get started in this field by teaching you the essential statistics and how to use them to solve real-world problems.
Business Analyst
Business Analyst
A Business Analyst is responsible for analyzing the business needs of a company and developing solutions to meet those needs. In this role, you will use statistical techniques to identify trends and patterns in data, and then use this information to develop recommendations for improvement. The Understanding Basic Lean Six Sigma Statistics course will help you develop the skills you need to succeed in this role by teaching you the essential statistics and how to use them to solve real-world problems.
Data Scientist
Data Scientist
A Data Scientist is responsible for developing and implementing data-driven solutions to business problems. In this role, you will use statistical techniques to collect, analyze, and interpret data, and then use this information to develop recommendations for improvement. The Understanding Basic Lean Six Sigma Statistics course will help you get started in this field by teaching you the essential statistics and how to use them to solve real-world problems.
Financial Analyst
Financial Analyst
A Financial Analyst is responsible for analyzing financial data to make recommendations for investment or business decisions. In this role, you will use statistical techniques to identify trends and patterns in data, and then use this information to develop recommendations for improvement. The Understanding Basic Lean Six Sigma Statistics course will help you develop the skills you need to succeed in this role by teaching you the essential statistics and how to use them to solve real-world problems.
Market Research Analyst
Market Research Analyst
A Market Research Analyst is responsible for conducting market research to identify opportunities and threats for a company. In this role, you will use statistical techniques to collect, analyze, and interpret data, and then use this information to develop recommendations for improvement. The Understanding Basic Lean Six Sigma Statistics course will help you develop the skills you need to succeed in this role by teaching you the essential statistics and how to use them to solve real-world problems.
Operations Research Analyst
Operations Research Analyst
An Operations Research Analyst is responsible for using mathematical and statistical techniques to solve problems in the operations of a company. In this role, you will use statistical techniques to identify and eliminate waste and inefficiency in the company's processes. The Understanding Basic Lean Six Sigma Statistics course will help you develop the skills you need to succeed in this role by teaching you the essential statistics and how to use them to improve the efficiency and productivity of the company's processes.
Quality Assurance Analyst
Quality Assurance Analyst
A Quality Assurance Analyst is responsible for ensuring that the company's products and services meet the required quality standards. In this role, you will be responsible for developing and implementing quality control plans, as well as managing quality assurance programs. The Understanding Basic Lean Six Sigma Statistics course will help you get started in this field by teaching you the essential statistics and how to start applying them in a Lean Six Sigma project.
Software Engineer
Software Engineer
A Software Engineer is responsible for designing, developing, and maintaining software applications. In this role, you will use statistical techniques to test the quality and performance of software applications. The Understanding Basic Lean Six Sigma Statistics course will help you develop the skills you need to succeed in this role by teaching you the essential statistics and how to use them to improve the quality and performance of software applications.
Systems Analyst
Systems Analyst
A Systems Analyst is responsible for designing and developing systems to meet the needs of a business. In this role, you will use statistical techniques to analyze the business needs of a company and develop solutions to meet those needs. The Understanding Basic Lean Six Sigma Statistics course will help you develop the skills you need to succeed in this role by teaching you the essential statistics and how to use them to solve real-world problems.
Technical Writer
Technical Writer
A Technical Writer is responsible for writing technical documentation, such as user manuals, white papers, and training materials. In this role, you will use statistical techniques to present data in a clear and concise manner. The Understanding Basic Lean Six Sigma Statistics course may be useful for this role by teaching you the essential statistics and how to use them to present data in a clear and concise manner.
For more career information including salaries, visit:
OpenCourser.com/course/7wmtsm/understanding
Reading list
We've selected 11 books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Understanding Basic Lean Six Sigma Statistics.
Provides a solid foundation in statistics and is commonly used as a textbook at academic institutions.
Provides a clear and concise introduction to the statistical tools used in quality improvement.
Provides a comprehensive overview of statistical quality control techniques.
Provides a practical guide to using statistics for Six Sigma Green Belt projects.
Provides a clear and concise introduction to statistics, making it suitable for beginners.
Provides a comprehensive overview of mathematical statistics and is suitable for advanced learners.
Provides a practical approach to using statistics for Lean Six Sigma projects.
Provides a comprehensive overview of statistical quality control design and applications.
Save
Provides an in-depth coverage of statistical techniques used in quality control.
Provides practical guidance on using statistical methods for quality improvement initiatives.
Save
Provides a practical approach to using statistics for business decision-making.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/7wmtsm/understanding
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Time
111 hours
Level
Intermediate
Via
Pluralsight
Instructor
Frederico Aranha
Language
English
Good to know
Meant for beginners in Six Sigma or quality management
Forms a foundation for learning basic general statistics
Teaches Lean Six Sigma practitioners essential statistics
Explores probability distribution and using Excel
Examines charting, histograms, and correlation in Lean Six Sigma
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