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Lean Six Sigma Black Belt Online CPD Course
This Accredited Lean Six Sigma Online Course is designed based on universal body of knowledge required of Lean Six Sigma Black Belts. After fulfilling the requirements for certifications, participants are eligible for a Lean Six Sigma Black Belt Certification, which is well recognized, economical and at par with industry certification standards.
Course Accreditation:
This course is accredited by The CPD Group, UK and offers 50 CPDs.
What you will get
- 22 chapters of Lean Six Sigma Black Belt body of knowledge
- Interactive audio-visual medium of virtual delivery
- Access anywhere and anytime – No travel required!
- Ample hands-on activities based on live case study with solution keys
- Exclusively designed for IT, ITES, manufacturing/process industry & services professionals
- Loaded with industry examples
- Interactive self-assessment quiz at the end of all chapters
- Crisp downloadable takeaways for each chapter
- Elaborate Minitab/software screenshots
- Excel templates for all important lean six sigma tools with step-by-step procedure
Course Features
- CBMG online training courses are developed based on the micro-learning concept. The duration of lecture videos is around 5 ~ 10 minutes/each.
- Lectures are usually in asynchronous video format and securely hosted in our LMS.
- All online courses are designed to take into consideration the learning experience and the knowledge acquisition of the participant in remote mode. Hence lectures have been segmented and grouped appropriately.
Course Learning Outcomes
- Achieve Lean Six Sigma Black Belt Certification after completing the requirements for certification
- Use Lean Six Sigma Advanced Tools and Techniques for solving problems and improving processes as required of Black Belts
- Able to perform various advanced analysis in Minitab
Pre-requisites
- Green Belt Certification & proof of Green Belt Level working knowledge
- The participant should have sufficient exposure to his/her domain or industry, It is advisable to have a minimum of 5-8 years of industry work experience
Course Duration
15.5 hours of digital learning (15 days equivalent of classroom training)
Total time required including home study, practice and assessments is approximately 50 hours
Canopus Black Belt Certification Criteria
After taking our course, upon fulfilling our below mentioned Certification criteria, you will receive Canopus Lean Six Sigma Black Belt Certification that is widely accepted in Industry.
- Completion of BB courseware
- Clear Lean Six Sigma BB assessment
- At the discretion of Canopus, leaner may be required to submit proof of application knowledge (BB Project) and/or take a viva
Validity
- The default access duration to the course for the participant will be specified at the time of registration is 120 days.
- Candidates can request to extend the access during the 1 year period from the date of registration.
Student Policy
Please visit our Terms and Conditions page to learn about our student policy
Course Introduction
Canopus BB course structure & curriculum & BB Certification Process I
Learn about BB course structure, curriculum & certification process. Difficulty Level : Low
Lesson 2 of 5 within section Course Introduction.
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Canopus BB course structure & curriculum & BB Certification Process II
Continued from previous lesson. Learn about BB course structure, curriculum & certification process. Difficulty Level : Low
Lesson 3 of 5 within section Course Introduction.
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Softwares Needed
Learn about software needed. Difficulty Level : Low
Lesson 4 of 5 within section Course Introduction.
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Quiz and Downloadable Takeaway
Lesson 5 of 5 within section Course Introduction.
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BB Leadership
Black Belt – Market expectations
What market expects from a Six Sigma Black Belt? Difficulty Level : Low
Lesson 1 of 3 within section BB Leadership.
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Black Belt Project – Do’s and Don’ts
Learn about the guidelines to execute a good Black Belt project. Difficulty Level : Low
Lesson 2 of 3 within section BB Leadership.
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Quiz and Downloadable Takeaway
Lesson 3 of 3 within section BB Leadership.
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Six Sigma Problem Solving Approach (Recap)
DMAIC Projects (Recap Lesson)
Understand about DMAIC, the 5 step methodology of Six Sigma to solve problems and what is covered in each step. You will also be able to apply the relevant phases to any given problem as you solve it.This whole course is structured around these 5 steps. Difficulty Level: Medium
Lesson 1 of 8 within section Six Sigma Problem Solving Approach (Recap).
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Define Phase Deliverables (Recap Lesson)
In this lecture, you will learn about deliverables of the Define phase of DMAIC methodology. Difficulty Level: Medium
Lesson 2 of 8 within section Six Sigma Problem Solving Approach (Recap).
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Measure Phase Deliverables (Recap Lesson)
In this lecture, you will learn about deliverables of the Measure phase of DMAIC methodology.
Lesson 3 of 8 within section Six Sigma Problem Solving Approach (Recap).
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Analyze Phase Deliverables (Recap Lesson)
In this lecture, you will learn about deliverables of the Analyze phase of DMAIC methodology. Difficulty Level: Medium
Lesson 4 of 8 within section Six Sigma Problem Solving Approach (Recap).
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Improve Phase Deliverables (Recap Lesson)
In this lecture, you will learn about deliverables of the Improve phase of DMAIC methodology. Difficulty Level: Medium
Lesson 5 of 8 within section Six Sigma Problem Solving Approach (Recap).
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Control Phase Deliverables (Recap Lesson)
In this lecture, you will learn about deliverables of the Control phase of DMAIC methodology. Difficulty Level: Medium
Lesson 6 of 8 within section Six Sigma Problem Solving Approach (Recap).
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Project Charter Overview (Recap Lesson)
In this lecture, you will learn about the various elements of Six Sigma project charter.
Lesson 7 of 8 within section Six Sigma Problem Solving Approach (Recap).
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Quiz and Downloadable Takeaways
Lesson 8 of 8 within section Six Sigma Problem Solving Approach (Recap).
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VoC
VoC Intro
Learn about relevance of VoC to Improvement Projects & the scope of this lesson. Difficulty Level : Low
Lesson 1 of 8 within section VoC.
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Gemba I
Learn about Gemba Discovery Process & how to it will be helpful in improvements. Difficulty Level : Low
Lesson 2 of 8 within section VoC.
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Gemba II
Continued from previous lesson. Learn about Gemba Discovery Process & how to it will be helpful in improvements. Difficulty Level : Low
Lesson 3 of 8 within section VoC.
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Gemba III
Continued from previous lesson. Learn about Gemba Discovery Process & how to it will be helpful in improvements. Difficulty Level : Low
Lesson 4 of 8 within section VoC.
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Affinity Diagram (Recap Lesson)
In this lecture you will learn about Affinity Diagram and how it is used to organize the results of VOC. At the end of the lecture you will be able to construct an affinity diagram for organize any qualitative data such as VOC. Difficulty Level: Medium
Lesson 5 of 8 within section VoC.
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Prioritizing Customer Needs using Kano Model (Recap Lesson)
In this lecture, you will understand Kano Model and how it can help you in focusing on most important customer needs rather than addressing several needs at the same time. At the end of this lecture, you will be able to identify and classify customer needs into 3 different types of customer requirements as defined by Kano. Difficulty Level: Medium
Lesson 6 of 8 within section VoC.
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Conducting Kano Survey
Learn how to execute Kano survey and interpret the results. Difficulty Level : Low
Lesson 7 of 8 within section VoC.
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Quiz and Downloadable Takeaways
Lesson 8 of 8 within section VoC.
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Six Sigma Metrics
Six Sigma Metrics Intro
Learn about different measures of performance used by Six Sigma organizations. Difficulty Level : Low
Lesson 1 of 6 within section Six Sigma Metrics.
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Six Sigma Metrics II
Continued from previous lesson. Learn about different measures of performance used by Six Sigma organizations. Difficulty Level : Low
Lesson 2 of 6 within section Six Sigma Metrics.
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Rolled Throughput Yield
Learn how to compute Rolled Throughput Yield? Difficulty Level : Low
Lesson 3 of 6 within section Six Sigma Metrics.
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Target Setting
Learn how to set targets for process and projects. Difficulty Level : Low
Lesson 5 of 6 within section Six Sigma Metrics.
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Quiz and Downloadable Takeaways
Lesson 6 of 6 within section Six Sigma Metrics.
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Business Process Management System
BPMS Intro
What is Business Process? Management System & why is it important to you? Difficulty Level : Low
Lesson 1 of 10 within section Business Process Management System.
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Organizational Silos
What is organizational silo & how to break it Process Centricity & its relevance to Six Sigma Philosophy? Difficulty Level : Low
Lesson 2 of 10 within section Business Process Management System.
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Business Processes
What are Business Processes & its relevance to BPMS? Difficulty Level : Medium
Lesson 3 of 10 within section Business Process Management System.
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Y=f(x) (Recap Lesson)
In this lecture, you will learn about how an important principle of six sigma that runs through the six sigma way of thinking and executing projects. Difficulty Level = Low
Lesson 4 of 10 within section Business Process Management System.
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Big Y
What is Big ’Y’ & its relevance to BPMS? Difficulty Level : Medium
Lesson 5 of 10 within section Business Process Management System.
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Types of Inputs
Learn about various process inputs and how to use in building BPMS. Difficulty Level : Low
Lesson 6 of 10 within section Business Process Management System.
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Operational Definition
What is Operational Definition & its elements Relevance to BPMS Deployment & Six Sigma Projects? Difficulty Level : Low
Lesson 7 of 10 within section Business Process Management System.
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CTQ Tree
What is the CTQ Tree and how to develop it?
Difficulty Level : Medium
Lesson 8 of 10 within section Business Process Management System.
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Business Process Management System
What is Business Process Management System & its benefits? How to build one for your organization? Difficulty Level : Medium
Lesson 9 of 10 within section Business Process Management System.
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Quiz and Downloadable Takeaways
Lesson 10 of 10 within section Business Process Management System.
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Measurement System Analysis
MSA Overview
Role of Measurement Variation & Types of Measurement System Analysis. Difficulty Level : Medium
Lesson 1 of 12 within section Measurement System Analysis.
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Elements of Measurement System (Recap Lesson)
In this lecture, you will learn about the elements of a measurement system and how each of them impact the data you are to collect. Difficulty Level : Medium
Lesson 2 of 12 within section Measurement System Analysis.
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Resolution & Accuracy (Recap Lesson)
In this lecture, you will learn about accuracy and resolution. At the end of lecture, you will be able to assess the accuracy and resolution of a gage. Difficulty Level : Medium
Lesson 3 of 12 within section Measurement System Analysis.
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Precision (Recap Lesson)
In this lecture, you will learn about precision. At the end of lecture, you will be able to differentiate between accuracy and precision. Difficulty Level : High
Lesson 4 of 12 within section Measurement System Analysis.
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Discrete Gage R&R (Recap Lesson)
In this lecture, you will learn about discrete Gage R&R. At the end of lecture, you will be able to assess the Gage R&R of discrete gages and qualify them for further usage. Difficulty Level : High
Lesson 5 of 12 within section Measurement System Analysis.
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Performing MSA Kappa Study
Learn to perform discrete MSA using Agreement & Kappa Method. Difficulty Level : High
Lesson 6 of 12 within section Measurement System Analysis.
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MSA ANOVA
Understand Variable MSA (ANOVA method) in detail. Difficulty Level : High
Lesson 7 of 12 within section Measurement System Analysis.
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Understanding MSA ANOVA Terms
Understand the various terms used in Variable ANOVA GRR. Difficulty Level : High
Lesson 8 of 12 within section Measurement System Analysis.
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Performing MSA ANOVA 1
How to perform ANOVA Variable GRR and interpret the results? Difficulty Level : High
Lesson 9 of 12 within section Measurement System Analysis.
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Quiz and Downloadable Takeaways
Lesson 12 of 12 within section Measurement System Analysis.
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Statistical Techniques
Types of Statistics (Recap Lesson)
In this lecture, you will learn about how statistics is classified into two types and how each of these are useful to business in decision making. At the end of the lecture, you will be able to decide which type of statistics is useful in a given scenario. Difficulty Level : Medium
Lesson 1 of 10 within section Statistical Techniques.
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Understanding Histograms (Recap Lesson)
In this lecture, you will learn about what is a histogram and how is it constructed. Difficulty Level : Medium
Lesson 2 of 10 within section Statistical Techniques.
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Interpretation of Histogram (Recap Lesson)
In this lecture, you will learn how to draw meaningful inferences about the data and its implications to business. Difficulty Level:Medium
Lesson 3 of 10 within section Statistical Techniques.
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Scenario – Histogram (Recap Lesson)
In this lecture, through a scenario you will appreciate how histogram can be used in business to drive performance. Difficulty Level : Low
Lesson 4 of 10 within section Statistical Techniques.
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Probability Distributions (Recap Lesson)
In this lecture, you will learn about probability distributions and how to interpret them. Difficulty Level : High
Lesson 5 of 10 within section Statistical Techniques.
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Descriptive Statistics (Recap Lesson)
In this lecture, you will learn about descriptive statistics in general that summarizes the concepts you learnt in this section. At the end of lecture, you will be able to interpret descriptive statistics of any data set and drive necessary inferences. Difficulty Level: Medium
Lesson 6 of 10 within section Statistical Techniques.
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Measures of Central Tendency (Recap Lesson)
In this lecture, you will learn about measures of central tendency and how they are useful to understand the nature of any data set. Difficulty Level: Low
Lesson 7 of 10 within section Statistical Techniques.
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Measures of Dispersion (Recap Lesson)
In this lecture, you will learn about measures of dispersion and how they are useful to understand the nature of any data set. Difficulty Level: Medium
Lesson 8 of 10 within section Statistical Techniques.
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Skewness & Kurtosis (Recap Lesson)
In this lecture, you will learn about skewness and kurtosis, two important shape parameters of any distributions. At the end of the lecture, you will be able to assess any distribution for its skewness and kurtosis. Difficulty Level: Medium
Lesson 9 of 10 within section Statistical Techniques.
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Quiz and Downloadable Takeaway
Lesson 10 of 10 within section Statistical Techniques.
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Statistical Techniques – Advanced
Probability Distribution Refresher
Ability to identify different types of statistical distributions 2.Apply the concept of distributions to practical situations. Difficulty Level : High
Lesson 1 of 21 within section Statistical Techniques - Advanced.
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Normal Distribution (Recap Lesson)
In this lecture, you will learn about normal distribution and the principle of normal distribution. Difficulty Level : High
Lesson 2 of 21 within section Statistical Techniques - Advanced.
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Normality Test (Recap Lesson)
In this lecture, you will learn about Anderson-Darling Normality Test which is used to evaluate the normality of any probability distribution. At the end of this lecture, you will be able to assess the normality of any given distribution using Anderson-Darling Test. Difficulty Level: Medium
Lesson 3 of 21 within section Statistical Techniques - Advanced.
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Standard Normal Variable
Understand what is Standard Normal Variable. Difficulty Level : High
Lesson 4 of 21 within section Statistical Techniques - Advanced.
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Application of Probabilities
Application of the concept of probability to business scenarios. Difficulty Level : High
Lesson 5 of 21 within section Statistical Techniques - Advanced.
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Types of Distributions
Learn about different types of distributions. Difficulty Level : High
Lesson 6 of 21 within section Statistical Techniques - Advanced.
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Distribution Parameters
Learn about distribution parameters. Difficulty Level : High
Lesson 7 of 21 within section Statistical Techniques - Advanced.
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Process Lead Time Data
How to deal with process lead time data? Answer important questions for business? Difficulty Level : High
Lesson 8 of 21 within section Statistical Techniques - Advanced.
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Weibull Distribution
Learn about Weibull Distribution & its characteristics. Difficulty Level : High
Lesson 9 of 21 within section Statistical Techniques - Advanced.
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Identifying Distributions
How to identify what distribution a given data belongs to? Difficulty Level : High
Lesson 10 of 21 within section Statistical Techniques - Advanced.
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Application of Weibull Distributions
Learn about the application of Weibull Distribution. Difficulty Level : Medium
Lesson 11 of 21 within section Statistical Techniques - Advanced.
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Exponential Distribution
Learn about Exponential Distribution and its applications. Difficulty Level : High
Lesson 12 of 21 within section Statistical Techniques - Advanced.
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Binomial Distribution
Learn about Binomial Distribution. Difficulty Level : Medium
Lesson 13 of 21 within section Statistical Techniques - Advanced.
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Binomial Application
Application of Binomial Distribution. Difficulty Level : High
Lesson 14 of 21 within section Statistical Techniques - Advanced.
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Poisson Distribution
Learn about Poisson Distribution. Difficulty Level : High
Lesson 15 of 21 within section Statistical Techniques - Advanced.
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Poisson Distribution Application
Application of Poisson Distribution. Difficulty Level : High
Lesson 16 of 21 within section Statistical Techniques - Advanced.
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Normal Approximations
Learn about the impact of Sample Size on Distributions. Difficulty Level : High
Lesson 17 of 21 within section Statistical Techniques - Advanced.
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Application of Central Limit Theorem
Learn about the application of Central Limit Theorem. Difficulty Level : Medium
Lesson 19 of 21 within section Statistical Techniques - Advanced.
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Statistical Techniques Practice Files
Lesson 20 of 21 within section Statistical Techniques - Advanced.
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Quiz and Downloadable Takeaways
Lesson 21 of 21 within section Statistical Techniques - Advanced.
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Sampling Distribution
Confidence Interval & Limits (Recap Lesson)
In this lecture, you will learn about concepts of Confidence Level and Intervals and their relevance to descriptive statistics and statistics, in general. At the end of the lecture, you will be able to appreciate how these concepts assume importance during statistical analysis. Further you will be able to decide the apt confidence levels for any given scenario. Difficulty Level : High
Lesson 1 of 11 within section Sampling Distribution.
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Confidence intervals
Learn what are Confidence Intervals & why should you know about it. Difficulty Level : Medium
Lesson 2 of 11 within section Sampling Distribution.
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Confidence interval for means
Learn how to compute Confidence Intervals for means. Difficulty Level : Medium
Lesson 3 of 11 within section Sampling Distribution.
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Degrees of freedom
Learn about what is Degrees of Freedom & where will it be applied. Difficulty Level : Medium
Lesson 4 of 11 within section Sampling Distribution.
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t-Distribution
Learn about t distribution & its relevance to data analysis.
Difficulty Level : Medium
Lesson 5 of 11 within section Sampling Distribution.
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CI for t-Distribution
Learn to compute the Confidence Limits for sample mean using t-distribution.
Difficulty Level : Medium
Lesson 6 of 11 within section Sampling Distribution.
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Proportion of CI
Learn to compute Confidence Interval for proportion data. Difficulty Level : Medium
Lesson 7 of 11 within section Sampling Distribution.
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F- Distribution
Learn about F Distribution and its relevance to data analysis. Difficulty Level : Medium
Lesson 9 of 11 within section Sampling Distribution.
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Sampling Distribution Practice Files
Lesson 10 of 11 within section Sampling Distribution.
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Quiz and Downloadable Takeaways
Lesson 11 of 11 within section Sampling Distribution.
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Estimate Sampling
Estimate Sampling
Revise what you know about data sampling Difficulty Level : Low
Lesson 1 of 11 within section Estimate Sampling.
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Rational Sub-Grouping
Learn about Rational subgrouping and its importance Difficulty Level : Medium
Lesson 2 of 11 within section Estimate Sampling.
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Data Collection – An Overview (Recap Lesson)
In this lecture, you will be learn about the significance of data collection in improvement projects. At the end of the lecture, you will be able to get a good perspective how how to go about collecting data for a given project or scenario. Difficulty Level : Medium
Lesson 3 of 11 within section Estimate Sampling.
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Data Collection Format (Recap Lesson)
In this lecture, you will learn to format in which data has to be collected so that meaningful analysis and inference can be drawn from it. Difficulty Level : Low
Lesson 4 of 11 within section Estimate Sampling.
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Sample Size Computation Part 1 (Recap Lesson)
In this lecture, you will understand factors influencing the sample size, in general and particularly discrete data and formula for computation of sample size. At the end of this lecture, you can compute the sample size for discrete data. Difficulty Level : High
Lesson 5 of 11 within section Estimate Sampling.
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Sample size computation for estimates for discrete data
Learn how to compute sample size for estimation using MS-Excel and Minitab Difficulty Level : Medium
Lesson 6 of 11 within section Estimate Sampling.
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Sample Size Computation Part 2 (Recap Lesson)
In this lecture, you will understand factors influencing the continuous sample size and formula for computation of sample size. At the end of this lecture, you can compute the sample size for continuous data. Difficulty Level : High
Lesson 7 of 11 within section Estimate Sampling.
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Sample size computation for estimates for Continuous data
Learn about how to adjust sample size for finite populations Difficulty Level : Medium
Lesson 8 of 11 within section Estimate Sampling.
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Sample size for finite population
Learn about how to adjust sample size for finite populations. Difficulty Level : Medium
Lesson 9 of 11 within section Estimate Sampling.
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Estimate Sampling Practice Files
Lesson 10 of 11 within section Estimate Sampling.
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Quiz and Downloadable Takeaways
Lesson 11 of 11 within section Estimate Sampling.
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Advanced Graphical Methods
Graphical Methods Intro
Importance of graphical methods & types of graphical tools. Difficulty Level : Low
Lesson 1 of 14 within section Advanced Graphical Methods.
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Stem and Leaf Plot (Recap Lesson)
In this lecture, you will learn about Stem and Leaf Plots and how they are used for graphical analysis. At the end of this lecture, be able to plot Stem and Leaf Plot and interpret it. Difficulty Level : Medium
Lesson 2 of 14 within section Advanced Graphical Methods.
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Understanding Outliers (Recap Lesson)
In this lecture, you will learn about outliers and how they are used in business to drive performance. Difficulty Level: Medium
Lesson 3 of 14 within section Advanced Graphical Methods.
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Box & Whisker Plots (Recap Lesson)
In this lecture, you will learn about Box and Whisker Plots and how they are used for graphical analysis. At the end of this lecture, be able to plot Box Plot and interpret it. Difficulty Level : Medium
Lesson 4 of 14 within section Advanced Graphical Methods.
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Dot Plots, Box Plots & Interval Plots
Learn how to create and interpret Dot Plots, Box Plots & Interval Plots. Difficulty Level : Low
Lesson 5 of 14 within section Advanced Graphical Methods.
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Run Charts
Learn how to create and interpret Run Charts in Minitab. Difficulty Level : Low
Lesson 6 of 14 within section Advanced Graphical Methods.
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Time Series Plots
Learn how to create and interpret Time Series Charts in Minitab. Difficulty Level : Low
Lesson 7 of 14 within section Advanced Graphical Methods.
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Non-linear correlation
Learn about how to study and interpret non-linear correlation using Spearman’s Rho. Difficulty Level : Low
Lesson 9 of 14 within section Advanced Graphical Methods.
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Marginal Plots
Learn how to create and interpret Marginal Plots. Diffifculty Level : Low
Lesson 10 of 14 within section Advanced Graphical Methods.
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3D Plots
Learn about 3D Plots such as Scatter Plots, Contour Plots & Surface Plots. Difficulty Level : Low
Lesson 11 of 14 within section Advanced Graphical Methods.
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Multi Vary Charts
Learn to create and interpret Multi-vary charts. Difficulty Level : Low
Lesson 12 of 14 within section Advanced Graphical Methods.
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Advanced Graphical Methods Practice Files
Lesson 13 of 14 within section Advanced Graphical Methods.
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Quiz and Downloadable Takeaways
Lesson 14 of 14 within section Advanced Graphical Methods.
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Inferential Statistics
Introduction to Hypothesis Testing (Recap Lesson)
In this lecture, you will be introduced to the concept of statistical hypothesis testing and its need. Difficulty Level : High
Lesson 1 of 8 within section Inferential Statistics.
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Framing of Hypothesis Statements (Recap Lesson)
In this lecture, you will be learn about statistical hypothesis statements. At the end this lecture, you will be able to frame suitable hypothesis statements in any scenario. Difficulty Level : High
Lesson 2 of 8 within section Inferential Statistics.
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Statistical Vs Practical Significance (Recap Lesson)
In this lecture, you will be learn about statistical and practical significance in hypothesis tests. At the end this lecture, you will be able to appreciate the role of statistical significance in any scenario. Difficulty Level : High
Lesson 3 of 8 within section Inferential Statistics.
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The role of test statistic (Recap Lesson)
In this lecture, you will be learn about test statistic. At the end this lecture, you will be able to appreciate the role of test statistic in any hypothesis testing scenario. Difficulty Level : High
Lesson 4 of 8 within section Inferential Statistics.
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The role of Critical statistic (Recap Lesson)
In this lecture, you will be learn about Critical statistic. At the end this lecture, you will be able to appreciate the role of Critical statistic in any hypothesis testing scenario. Difficulty Level : High
Lesson 5 of 8 within section Inferential Statistics.
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P-value and its significance (Recap Lesson)
In this lecture, you will be learn about p-value. At the end this lecture, you will be able to appreciate the role of p-value in any hypothesis testing scenario. Difficulty Level : High
Lesson 6 of 8 within section Inferential Statistics.
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Hypothesis Test Selection (Recap Lesson)
In this lecture, you will be learn about various hypothesis tests. At the end this lecture, you will be able to select an appreciate hypothesis test for scenario. Difficulty Level : High
Lesson 7 of 8 within section Inferential Statistics.
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Quiz and Downloadable Takeaways
Lesson 8 of 8 within section Inferential Statistics.
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Hypothesis testing
Hypothesis Testing
Learn the principles behind hypothesis testing Difficulty Level : High
Lesson 1 of 17 within section Hypothesis testing.
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Hypothesis testing in t-tests I
Learn how to perform 1t, 2t & Paired-t tests. Difficulty Level : High
Lesson 2 of 17 within section Hypothesis testing.
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Hypothesis testing in t-tests II
Continued from previous lesson. Learn how to perform 1t, 2t & Paired-t tests. Difficulty Level : High
Lesson 3 of 17 within section Hypothesis testing.
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Hypothesis testing in t-tests III
Continued from previous lesson. Learn how to perform 1t, 2t & Paired-t tests. Difficulty Level : High
Lesson 4 of 17 within section Hypothesis testing.
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ANOVA Fundamentals I
Learn about theory behind ANOVA testing. Difficulty Level : High
Lesson 5 of 17 within section Hypothesis testing.
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ANOVA Fundamentals II
Continued from previous lesson. Learn about theory behind ANOVA testing. Difficulty Level : High
Lesson 6 of 17 within section Hypothesis testing.
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Performing ANOVA II
Continued from previous lesson. Learn to apply 1 way ANOVA, 2 way-balanced ANOVA & 2 way –unbalanced ANOVA (GLM) and interpret the results. Difficulty Level : High
Lesson 8 of 17 within section Hypothesis testing.
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Performing ANOVA III
Continued from previous lesson. Learn to apply 1 way ANOVA, 2 way-balanced ANOVA & 2 way –unbalanced ANOVA (GLM) and interpret the results. Difficulty Level : High
Lesson 9 of 17 within section Hypothesis testing.
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Type of Chi-square test
Learn about types of chi-square tests & where to apply them. Difficulty Level : High
Lesson 10 of 17 within section Hypothesis testing.
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Hypothesis testing using Chi-square tests
Learn about chi-square hypothesis tests & where to apply them. Difficulty Level : High
Lesson 11 of 17 within section Hypothesis testing.
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Performing Chi-square tests I
How to perform different types of chi-square tests and draw suitable inferences? Difficulty Level : High
Lesson 12 of 17 within section Hypothesis testing.
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Performing Chi-square tests II
Continued from previous lesson. How to perform different types of chi-square tests and draw suitable inferences? Difficulty Level : High
Lesson 13 of 17 within section Hypothesis testing.
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Hypo Testing Proportion Test I
Learn how to perform 1P & 2P tests. Difficulty Level : High
Lesson 14 of 17 within section Hypothesis testing.
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Hypo Testing Proportion Test II
Continued from previous lecture. Learn how to perform 1P & 2P tests. Difficulty Level : High
Lesson 15 of 17 within section Hypothesis testing.
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Hypothesis Testing Practice Files
Lesson 16 of 17 within section Hypothesis testing.
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Quiz and Downloadable Takeaways
Lesson 17 of 17 within section Hypothesis testing.
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Hypothesis Sampling
Risks in hypothesis testing
Learn about various risks involved in decision making with respect to hypothesis testing
Difficulty Level : High
Lesson 1 of 4 within section Hypothesis Sampling.
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Sampling of hypothesis testing
Learn to compute sample size for hypothesis test based on risk factors & purpose of test Difficulty Level : High
Lesson 2 of 4 within section Hypothesis Sampling.
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Hypothesis Sampling Practice Files
Lesson 3 of 4 within section Hypothesis Sampling.
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Quiz and Downloadable Takeaway
Lesson 4 of 4 within section Hypothesis Sampling.
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Non parametric testing
Non Parametric Intro
How to perform Non-Parametric Hypothesis Testing Difficulty Level : High
Lesson 1 of 5 within section Non parametric testing.
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One Sign & Wilcoxon Test
How to perform One Sign & Wilcoxon Test? Difficulty Level : High
Lesson 2 of 5 within section Non parametric testing.
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Mann Whitney & Moods Median
How to perform Mann Whitnney & Moods Median? Difficulty Level : High
Lesson 3 of 5 within section Non parametric testing.
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Non Parametric Testing Practice Files
Lesson 4 of 5 within section Non parametric testing.
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Quiz & Downloadable Takeaways
Lesson 5 of 5 within section Non parametric testing.
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Correlation & Regression
Line of Best Fit
How to construct a line of best fit for simple linear regression? Difficulty Level : High
Lesson 1 of 14 within section Correlation & Regression.
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Regression in Minitab
How to construct a line of best fit for simple linear regression? Difficulty Level : High
Lesson 2 of 14 within section Correlation & Regression.
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Fits & Residuals
What are fits, residuals & how it relates to Least Squares Method? Difficulty Level : High
Lesson 3 of 14 within section Correlation & Regression.
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Importance of Rsq
What is R-sq & Adj R-sq? How is it computed? What is its significance? Difficulty Level : High
Lesson 5 of 14 within section Correlation & Regression.
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Confidence Band and Prediction Band
Learn about Confidence Band & Prediction Band. Difficulty Level : High
Lesson 6 of 14 within section Correlation & Regression.
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Multiple Linear Regression
How to construct a Multiple Linear Regression? Difficulty Level : High
Lesson 7 of 14 within section Correlation & Regression.
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Multi-collinearity
What is Multi-Collinearity & how to detect it? Difficulty Level : High
Lesson 8 of 14 within section Correlation & Regression.
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Best Subsets
What is Best Subset Method and how to use it?
Difficulty Level : High
Lesson 9 of 14 within section Correlation & Regression.
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Logistic Regression Intro
What is Logistic Regression? How to perform Binary Logistic Regression? Difficulty Level : High
Lesson 10 of 14 within section Correlation & Regression.
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Performing Logistic Regression
Learn to perform logistic regression. Difficulty Level : High
Lesson 11 of 14 within section Correlation & Regression.
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Predicting using Models
Learn to build simple prediction models. Difficulty Level : High
Lesson 12 of 14 within section Correlation & Regression.
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Correlation & Regression Practice Files
Lesson 13 of 14 within section Correlation & Regression.
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Quiz and Downloadable Takeaways
Lesson 14 of 14 within section Correlation & Regression.
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Design Of Experiments
Introduction to Experiments
Learn about the role of experiments in performance improvement. Difficulty Level : High
Lesson 1 of 14 within section Design Of Experiments.
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Phases of Experiments
Learn about the different phases of experiments. Difficulty Level : High
Lesson 2 of 14 within section Design Of Experiments.
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Types of Experiments – Overview
Learn about types of structured experiment designs. Difficulty Level : High
Lesson 3 of 14 within section Design Of Experiments.
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Basic DOE Terms
Learn about of basic terms associated with DOE. Difficulty Level : High
Lesson 4 of 14 within section Design Of Experiments.
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Performing Full Factorial Experiment in Minitab
Learn how to perform full factorial DOE. Difficulty Level : High
Lesson 5 of 14 within section Design Of Experiments.
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Analyzing Full Factorial Results in Minitab – Part 1
Learn how to analyse full factorial results. Difficulty Level : High
Lesson 6 of 14 within section Design Of Experiments.
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Analyzing Full Factorial Results in Minitab – Part 2
Learn how to analyse full factorial results continued from previous lecture. Difficulty Level : High
Lesson 7 of 14 within section Design Of Experiments.
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Advanced DOE Terms
Learn about additional terms involved in DOE Difficulty : High
Lesson 8 of 14 within section Design Of Experiments.
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Performing Fractional Factorial Experiments – Part 1
Learn how to perform fractional factorial DOE. Difficulty Level : High
Lesson 9 of 14 within section Design Of Experiments.
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Performing Fractional Factorial Experiments – Part II
Learn how to perform fractional factorial DOE continued from previous lecture. Difficulty Level : High
Lesson 10 of 14 within section Design Of Experiments.
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Analyzing Fractional Factorial Results in Minitab
Learn to analyze fractional factorial results. Difficulty Level : High
Lesson 11 of 14 within section Design Of Experiments.
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Types of Experiments – Detailed
Learn about structured experiment designs. Difficulty Level: High
Lesson 12 of 14 within section Design Of Experiments.
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Lesson 13 of 14 within section Design Of Experiments.
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Quiz and Downloadable Takeaways
Lesson 14 of 14 within section Design Of Experiments.
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Process Capability
Process Capability Intro
Review concept of Process Capability Learn about CPM Types of Process Capability. Difficulty Level : High
Lesson 1 of 17 within section Process Capability.
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Understanding Process Capability (Recap Lesson)
In this lecture, you will learn about the principle of process capability and how it is useful to assess and compare the performance of process against customer requirements and each other. Difficulty Level : Medium
Lesson 2 of 17 within section Process Capability.
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Performing Process Capability Study (Recap Lesson)
In this lecture, you will learn the step-by-step procedure to be followed to perform a process capability study. Difficulty Level : High
Lesson 3 of 17 within section Process Capability.
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Applications of Process Capability (Recap Lesson)
In this lecture, you will learn about the where process capability is useful to assess and compare the performance of process against customer requirements and each other. Difficulty Level :Low
Lesson 4 of 17 within section Process Capability.
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Process Capability Decision Tree
How to select the right type of Process Capability Analysis?
Difficulty Level : High
Lesson 5 of 17 within section Process Capability.
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Performing Process Capability Analysis in Minitab I
How to perform Process Capability Analysis using Minitab? Difficulty Level : High
Lesson 6 of 17 within section Process Capability.
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Performing Process Capability Analysis in Minitab II
Continued from previous lesson. How to perform Process Capability Analysis using Minitab? Difficulty Level : High
Lesson 7 of 17 within section Process Capability.
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Performing Process Capability Analysis in Minitab III
Continued from previous lesson. How to perform Process Capability Analysis using Minitab?
Lesson 8 of 17 within section Process Capability.
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Interpreting Process Capability Analysis Results I
How to interpret the results of Process Capability Analysis? Narrowing down on improvement strategies. Difficulty Level : High
Lesson 9 of 17 within section Process Capability.
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Interpreting Process Capability Analysis Results II
Continued from previous lecture. How to interpret the results of Process Capability Analysis? Narrowing down on improvement strategies. Difficulty Level : High
Lesson 10 of 17 within section Process Capability.
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Data Transformation I
When & how to use Data Transformation for Process Capability? Box-Cox Transformation & Johnson Transformation. Difficulty Level : High
Lesson 11 of 17 within section Process Capability.
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Data Transformation II
Continuation from previous lecture. When & how to use Data Transformation for Process Capability? Box-Cox Transformation & Johnson Transformation. Difficulty Level : High
Lesson 12 of 17 within section Process Capability.
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Data Transformation III
Continuation from previous lecture. When & how to use Data Transformation for Process Capability? Box-Cox Transformation & Johnson Transformation. Difficulty Level : High
Lesson 13 of 17 within section Process Capability.
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Weibull Process Capability
Learn to perform Weibull Process Capability & use it to take decisions. Difficulty Level : High
Lesson 14 of 17 within section Process Capability.
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Binomial Process Capability
Learn to perform Binomial Process Capability & use it to take decisions. Difficulty Level : High
Lesson 15 of 17 within section Process Capability.
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Process Capability Practice Files
Lesson 16 of 17 within section Process Capability.
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Quiz and Downloadable Takeaways
Lesson 17 of 17 within section Process Capability.
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Change Management
Change Management & its importance
Learn about barriers for Change and positions taken by stakeholders. Difficulty Level : Medium
Lesson 1 of 7 within section Change Management.
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Barriers to Change
Learn about barriers to change. Difficulty Level : Medium
Lesson 2 of 7 within section Change Management.
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Accelerating Change
Learn about the science between change resistance and how to accelerate change. Difficulty Level : Medium
Lesson 3 of 7 within section Change Management.
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Managing Change in BB Project
Learn how to manage change in improvement projects. Difficulty Level : Medium
Lesson 4 of 7 within section Change Management.
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Accountability for Improvement
Learn about accountability for improvement. Difficulty Level : Medium
Lesson 5 of 7 within section Change Management.
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Change Management Strategies
Learn change management strategies & how to execute them. Difficulty Level : Medium
Lesson 6 of 7 within section Change Management.
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Quiz and Downloadable Takeaways
Lesson 7 of 7 within section Change Management.
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Statistical Process Control – Advanced
Selection of Control Charts (Recap Lesson)
In this lecture, you will learn about different types of control charts and the criteria for selection of control charts in a given scenario. At the end of the lecture, you will be able to choose an appropriate control chart. Difficulty Level: High
Lesson 1 of 8 within section Statistical Process Control - Advanced.
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Discrete Control Charts (Recap Lesson)
In this lecture, you will learn about discrete control charts, their construction and interpretation. At the end of this lecture, you will be able to select and create an appropriate Discrete Control Chart. Difficulty Level: High
Lesson 2 of 8 within section Statistical Process Control - Advanced.
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Continuous Control Charts (Recap Lesson)
In this lecture, you will learn about continuous control charts, their construction and interpretation. At the end of this lecture, you will be able to select and create an appropriate Continuous Control Chart. Difficulty Level: High
Lesson 3 of 8 within section Statistical Process Control - Advanced.
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Pre-Control Charts I
Understand what are pre-control charts and how to use them for process control. Difficulty Level : Medium
Lesson 4 of 8 within section Statistical Process Control - Advanced.
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Pre-Control Charts II
Understand what are pre-control charts and how to use them for process control. Difficulty Level : Medium
Lesson 5 of 8 within section Statistical Process Control - Advanced.
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Advanced Control Charts I
Learn about MA, EWMA and CUSUM control charts. Difficulty Level: High
Lesson 6 of 8 within section Statistical Process Control - Advanced.
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Advanced Control Charts II
Learn about MA, EWMA and CUSUM control charts. Difficulty Level: High
Lesson 7 of 8 within section Statistical Process Control - Advanced.
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Quiz & Downloadable Takeaways
Lesson 8 of 8 within section Statistical Process Control - Advanced.
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Closing Lecture
Black Belt Certification Criteria
Lesson 1 of 2 within section Closing Lecture.
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Leave your valuable course feedback
Lesson 2 of 2 within section Closing Lecture.
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