Data Science Methods for Quality Improvement

开始时间: 12/21/2023 持续时间: Approximately 4 months to complete Suggested pace of 3 hours/week

所在平台: Coursera专项课程

课程主页: https://www.coursera.org/specializations/data-science-methods-for-quality-improvement

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课程详情

What you will learn
Manage, describe, and analyze data using applied statistics
Apply continuous and/or discrete data methods for process analysis, improvement, and ongoing management in a business or workplace
Analyze measurement systems to ensure their stability and capability
Calculate descriptive statistics and create graphical representations using R software
Skills you will gain
Data Science
Process Engineering
Data Analysis
Quality Improvement
Rstudio
analyzing data
describing data
using R
graphing data
Make decisions about process improvement
Analyzing a process for stability
Analyzing a process for capability
About this Specialization
Data analysis skills are widely sought by employers, both nationally and internationally. This specialization is ideal for anyone interested in data analysis for improving quality and processes in business and industry. The skills taught in this specialization have been used extensively to improve business performance, quality, and reliability. By completing this specialization, you will improve your ability to analyze data and interpret results as well as gain new skills, such as using RStudio and RMarkdown. Whether you are looking for a job in data analytics, operations, or just want to be able to do more with data, this specialization is a great way to get started in the field. Learners are encouraged to complete this specialization in the order the courses are presented. This specialization can be taken for academic credit as part of CU Boulder’s Master of Science in Data Science (MS-DS) degree offered on the Coursera platform. The MS-DS is an interdisciplinary degree that brings together faculty from CU Boulder’s departments of Applied Mathematics, Computer Science, Information Science, and others. With performance-based admissions and no application process, the MS-DS is ideal for individuals with a broad range of undergraduate education and/or professional experience in computer science, information science, mathematics, and statistics. Learn more about the MS-DS program at https://www.coursera.org/degrees/master-of-science-data-science-boulder.
Applied Learning Project
Learners develop an understanding of how to manage, describe, and analyze continuous and discrete data using examples from business and industry. They explore how to assess processes for sources of variation through time as well as determine process capability with respect to customer requirements. Learners gain familiarity with the analysis procedures to assess measurement systems for continuous and discrete data in order to make decisions regarding the capability and acceptability of the measurement system. Assignments require learners to perform analyses for various data types and scenarios, interpret results, and make appropriate decisions.
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Intermediate Level
Familiarity with RStudio and applied statistics is recommended.
Hours to complete
Approximately 4 months to complete
Suggested pace of 3 hours/week
Available languages
English
Subtitles: English
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Intermediate Level
Familiarity with RStudio and applied statistics is recommended.
Hours to complete
Approximately 4 months to complete
Suggested pace of 3 hours/week
Available languages
English
Subtitles: English

课程大纲

Course Link: https://www.coursera.org/learn/managing-describing-analyzing-data

Name:Managing, Describing, and Analyzing Data

Description:Offered by University of Colorado Boulder. In this course, you will learn the basics of understanding the data you have and why correctly ... Enroll for free.

Course Link: https://www.coursera.org/learn/stability-and-capability-in-quality-improvement

Name:Stability and Capability in Quality Improvement

Description:Offered by University of Colorado Boulder. In this course, you will learn to analyze data in terms of process stability and statistical ... Enroll for free.

Course Link: https://www.coursera.org/learn/measurement-systems-analysis

Name:Measurement Systems Analysis

Description:Offered by University of Colorado Boulder. In this course, you will learn to analyze measurement systems for process stability and ... Enroll for free.

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