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课程信息
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100% 在线
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初级
No prior knowledge of statistics or experience with JMP software is required.
完成时间大约为44 小时
英语（English）
字幕：法语（French）, （欧洲人讲的）葡萄牙语, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
您将学到的内容有
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.
您将获得的技能
- Experimental Design
- Data Analysis
- Data Visualization (DataViz)
- Statistical Hypothesis Testing
- Statistics
可灵活调整截止日期
根据您的日程表重置截止日期。
可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
初级
No prior knowledge of statistics or experience with JMP software is required.
完成时间大约为44 小时
英语（English）
字幕：法语（French）, （欧洲人讲的）葡萄牙语, 俄语（Russian）, 英语（English）, 西班牙语（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.
授课大纲 - 您将从这门课程中学到什么
完成时间为 19 分钟
Course Overview
In this module you learn about the course and about accessing JMP software in this course.
完成时间为 19 分钟
3 个视频 （总计 13 分钟）, 4 个阅读材料, 1 个测验
完成时间为 2 小时
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.
完成时间为 2 小时
26 个视频 （总计 72 分钟）, 3 个阅读材料, 17 个测验
完成时间为 6 小时
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.
完成时间为 6 小时
50 个视频 （总计 184 分钟）
完成时间为 6 小时
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.
完成时间为 6 小时
36 个视频 （总计 114 分钟）, 2 个阅读材料, 33 个测验
完成时间为 6 小时
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.
完成时间为 6 小时
41 个视频 （总计 154 分钟）, 3 个阅读材料, 28 个测验
审阅
来自STATISTICAL THINKING FOR INDUSTRIAL PROBLEM SOLVING, PRESENTED BY JMP的热门评论
由 RS 提供Sep 2, 2020
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Sep 13, 2020
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Jul 3, 2020
one of the best course for data discovery , nice example and flow of course
由 RJ 提供Dec 23, 2021
Really good course, learnt a tremendous amount. Thanks
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