Six Sigma Black Belt: Data Collection

Six Sigma Black Belt    |    Intermediate
  • 12 videos | 1h 40m 10s
  • Includes Assessment
  • Earns a Badge
  • Certification CPE
  • Certification PMI PDU
Rating 4.7 of 15 users Rating 4.7 of 15 users (15)
An organization's success depends upon how it delivers on its processes. Before Black Belts can begin to improve an organization's processes, they must collect data to measure current processes using appropriate methods and tools. In this course, learn about data types, key Six Sigma data measurement tools, best practices for using measurement scales and statistical tools, and sampling methods. Next, discover applications of random sampling and stratified sampling and effective data collection methods and best practices. Finally, explore practices for cleaning data and data mining. This course is aligned with the ASQ Certified Six Sigma Black Belt certification exam and is designed to assist learners as part of their exam preparation. It builds on foundational knowledge that is taught in Skillsoft's ASQ-aligned Green Belt curriculum.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Recognize what type of data to collect in a given scenario
    Distinguish between key six sigma data measurement tools
    Identify best practices for using measurement scales and statistical tools
    Outline which sampling methods are appropriate for certain scenarios
    Recognize the best applications of random sampling
  • Describe the best applications of stratified sampling
    Identify best practices for ensuring data accuracy and integrity in data collection
    Distinguish between manual and automated data collection methods and the best practices for selecting a method
    Outline the steps and appropriate practices for cleaning data in a given scenario
    Describe the steps and best practices for data mining in a given scenario
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 31s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 7m 42s
    Through this video, you will be able to recognize what type of data to collect in a given scenario. FREE ACCESS
  • Locked
    3.  Measurement Tools
    6m 59s
    Upon completion of this video, you will be able to distinguish between key Six Sigma data measurement tools. FREE ACCESS
  • Locked
    4.  Measurement Scales and Statistics Tools
    9m 10s
    Upon completion of this video, you will be able to identify best practices for using measurement scales and statistical tools. FREE ACCESS
  • Locked
    5.  Sampling Methods
    12m 35s
    In this video, we will outline which sampling methods are appropriate for certain scenarios. FREE ACCESS
  • Locked
    6.  Simple Random Sampling
    10m 29s
    Through this video, you will be able to recognize the best applications of random sampling. FREE ACCESS
  • Locked
    7.  Stratified Sampling
    9m 27s
    Upon completion of this video, you will be able to describe the best applications of stratified sampling. FREE ACCESS
  • Locked
    8.  Effective Data Collection
    11m 6s
    In this video, we will identify best practices for ensuring data accuracy and integrity in data collection. FREE ACCESS
  • Locked
    9.  Data Collection Methods
    10m 24s
    After completing this video, you will be able to distinguish between manual and automated data collection methods and the best practices for selecting a method. FREE ACCESS
  • Locked
    10.  Data Cleaning
    11m 17s
    Through this video, you will be able to outline the steps and appropriate practices for cleaning data in a given scenario. FREE ACCESS
  • Locked
    11.  Data Mining
    8m 35s
    During this video, you will learn how to describe the steps and best practices for data mining in a given scenario. FREE ACCESS
  • Locked
    12.  Course Summary
    56s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

Skillsoft is providing you the opportunity to earn a digital badge upon successful completion on some of our courses, which can be shared on any social network or business platform.

Digital badges are yours to keep, forever.

YOU MIGHT ALSO LIKE

Course Six Sigma Black Belt: Multivariate Tools and Nonparametric Tests
Rating 4.5 of 68 users Rating 4.5 of 68 users (68)
Course Six Sigma Black Belt: Team Roles and Facilitation
Course Six Sigma Black Belt: Statistical Process Control (SPC) and Control Charts
Rating 4.5 of 100 users Rating 4.5 of 100 users (100)