Statistical Thinking for Industrial Problem Solving is an applied statistics course for scientists and engineers offered by JMP, a division of SAS. By completing this course, students will understand the importance of statistical thinking, and will be able to use data and basic statistical methods to solve many real-world problems. Students completing this course will be able to:
提供方
Statistical Thinking for Industrial Problem Solving, presented by JMP
SAS課程信息
24,528 次近期查看
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可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
初級
No prior knowledge of statistics or experience with JMP software is required.
完成時間大約為44 小時
英語（English）
字幕：法語（French）, （歐洲人講的）葡萄牙語, 俄語（Russian）, 英語（English）, 西班牙語（Spanish）
您將學到的內容有
How to describe data with statistical summaries, and how to explore your data using advanced visualizations.
Understand statistical intervals, hypothesis tests and how to calculate sample size.
How to fit, evaluate and interpret linear and logistic regression models.
How to build predictive models and conduct a statistically designed experiment.
您將獲得的技能
Experimental DesignData AnalysisData Visualization (DataViz)Statistical Hypothesis TestingStatistics
可靈活調整截止日期
根據您的日程表重置截止日期。
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
初級
No prior knowledge of statistics or experience with JMP software is required.
完成時間大約為44 小時
英語（English）
字幕：法語（French）, （歐洲人講的）葡萄牙語, 俄語（Russian）, 英語（English）, 西班牙語（Spanish）
提供方
SAS
Through innovative software and services, SAS empowers and inspires customers around the world to transform data into intelligence. SAS is a trusted analytics powerhouse for organizations seeking immediate value from their data. A deep bench of analytics solutions and broad industry knowledge keep our customers coming back and feeling confident. With SAS®, you can discover insights from your data and make sense of it all. Identify what’s working and fix what isn’t. Make more intelligent decisions. And drive relevant change.
教學大綱 - 您將從這門課程中學到什麼
完成時間為 19 分鐘
Course Overview
In this module you learn about the course and about accessing JMP software in this course.
完成時間為 19 分鐘
3 個視頻 （總計 13 分鐘）, 4 個閱讀材料, 1 個測驗
完成時間為 2 小時
Module 1: Statistical Thinking and Problem Solving
Statistical thinking is about understanding, controlling and reducing process variation. Learn about process maps, problem-solving tools for defining and scoping your project, and understanding the data you need to solve your problem.
完成時間為 2 小時
26 個視頻 （總計 72 分鐘）, 3 個閱讀材料, 17 個測驗
完成時間為 6 小時
Module 2A: Exploratory Data Analysis, Part 1
Learn the basics of how to describe data with basic graphics and statistical summaries, and how to explore your data using more advanced visualizations. You’ll also learn some core concepts in probability, which form the foundation of many methods you learn throughout this course.
完成時間為 6 小時
50 個視頻 （總計 184 分鐘）
完成時間為 6 小時
Module 2B: Exploratory Data Analysis, Part 2
Learn how to use interactive visualizations to effectively communicate the story in your data. You'll also learn how to save and share your results, and how to prepare your data for analysis.
完成時間為 6 小時
36 個視頻 （總計 114 分鐘）, 2 個閱讀材料, 33 個測驗
完成時間為 6 小時
Module 3: Quality Methods
Learn about tools for quantifying, controlling and reducing variation in your product, service or process. Topics include control charts, process capability and measurement systems analysis.
完成時間為 6 小時
41 個視頻 （總計 154 分鐘）, 3 個閱讀材料, 28 個測驗
審閱
來自STATISTICAL THINKING FOR INDUSTRIAL PROBLEM SOLVING, PRESENTED BY JMP的熱門評論
由 RS 提供2020年9月2日
It is a really exhilarating course testing your practical and theoretical understanding about the subject covering most fields in the topic of data analytics along with jmp, a user-friendly platform.
由 AF 提供2020年9月13日
Awesome course. The course is really big, but awesome. It teaches a lot of things about problem solving, statistics, visualization, and of course how to use the software.
由 VG 提供2020年7月3日
one of the best course for data discovery , nice example and flow of course
由 RJ 提供2021年5月14日
Really good course, learnt a tremendous amount. Thanks
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