Six Sigma Data Classification, Sampling, and Collection

Six Sigma Green Belt    |    Intermediate
  • 15 videos | 46m 52s
  • Includes Assessment
  • Earns a Badge
  • Certification CPE
Rating 4.2 of 126 users Rating 4.2 of 126 users (126)
One way of ensuring a successful business process improvement project is to measure key performance indicators (KPIs). And central to evaluating these KPIs is the identification, collection, and analysis of data related to process design and process control. This course covers the different data types relevant to Lean Six Sigma projects. It also explores data classification, as well as methods for sampling and collecting data as part of a Lean process improvement initiative. This course is aligned with ASQ's 2015 Six Sigma Green Belt Body of Knowledge.

WHAT YOU WILL LEARN

  • Distinguish between data classifications
    Distinguish between types of data
    Determine whether to use discrete or continuous data, given a scenario
    Determine the type of measurement scale being used, given an example
    Identify principles of data sampling
    Distinguish between sampling methods
    Identify situations when you would use simple random sampling
  • Identify situations when you would use stratified sampling
    Identify characteristics of automated data collection
    Identify data collection best practices
    Distinguish between technologies used for data collection
    Identify key considerations in creating a data collection plan
    Distinguish between types of check sheets
    Distinguish between data coding methods

IN THIS COURSE

  • 33s
  • 3m 10s
    During this video, you will learn how to distinguish between data classifications. FREE ACCESS
  • Locked
    3.  Continuous and Discrete Data
    2m 54s
    Discover how to distinguish between types of data. FREE ACCESS
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    4.  Using Continuous and Discrete Data
    5m 12s
    In this video, you will learn how to determine whether to use discrete or continuous data, given a scenario. FREE ACCESS
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    5.  Measurement Scales
    3m 19s
    During this video, you will learn how to determine the type of measurement scale being used from given examples. FREE ACCESS
  • Locked
    6.  Data Sampling
    2m 15s
    In this video, you will learn how to identify principles of data sampling. FREE ACCESS
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    7.  Sampling Methods
    2m 40s
    Learn how to distinguish between different sampling methods. FREE ACCESS
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    8.  Simple Random Sampling
    2m 36s
    In this video, you will learn how to identify situations when you would use simple random sampling. FREE ACCESS
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    9.  Stratified Sampling
    3m 1s
    During this video, you will learn how to identify situations when you would use stratified sampling. FREE ACCESS
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    10.  Data Collection in Six Sigma
    3m 59s
    Discover how to identify characteristics of data collection that is automated. FREE ACCESS
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    11.  Data Collection Best Practices
    3m 8s
    In this video, you will learn how to identify best practices for data collection. FREE ACCESS
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    12.  Information Technologies for Data Collection
    3m 30s
    During this video, you will learn how to distinguish between technologies used for data collection. FREE ACCESS
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    13.  Data Collection Plan
    2m 18s
    In this video, find out how to identify key considerations for creating a data collection plan. FREE ACCESS
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    14.  Check Sheets
    4m 27s
    Learn how to distinguish between types of checklists. FREE ACCESS
  • Locked
    15.  Data Coding
    3m 51s
    In this video, you will learn how to distinguish between data coding methods. 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.

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