Genre: eLearning | Language: English + srt | Duration: 59 lectures (7h 37m) | Size: 3.87 GB
The Foundation in Probability and Statistics You Need to Understand Reliability Engineering
What you'll learn
Reliability engineering probability and statistics
How to use Excel for reliability calculations
Continuous distributions like normal, lognormal, exponential, and Weibull
Discrete distributions like binomial, poisson, geometric and hypergeometric
Reliability block diagrams (series, parallel, and k of n configurations)
Process capability analysis (Cp, Pp, Cpk and Ppk)
Building and interpreting control charts
Definitions for common reliability terms
Modality, skew and kurtosis
Confidence intervals
Preparation for ASQ's Certified Reliability Engineering exam
Requirements
Basic knowledge of Microsoft Excel
Basic knowledge of statistics and engineering
Analytical mindset
Description
"Reliability Engineering Statistics" was designed by reliability and quality engineering professionals to teach the foundational analytical skills needed to advance your career in reliability engineering.
Based on the American Society of Quality's (ASQ) Body of Knowledge for the Certified Reliability Engineer (CRE) exam , this course steps through each of the Basic Concepts found in the section titled "Probability and Statistics for Reliability". But this is far more than an exam prep course!! Each concept is supplemented with real-world examples, "how to" sections in Microsoft Excel, and detailed explanations that unpack the theories into a genuinely useful set of analytical tools.
In this course, you will learn the statistical skills needed to continue onto more advanced topics like accelerated life testing and reliability planning. The topics in this course include
Continuous distributions (normal, lognormal, exponential, Weibull and chi square)
Discrete distributions (binomial, poisson, geometric, hypergeometric)
Working with distributions in Microsoft Excel
Permutations, combinations, Venn diagrams
Building and interpreting control charts
Process capability analysis (Cp, Cpk, Pp, Ppk)
Evaluating reliability block diagrams (series, parallel, k of n)
Confidence intervals
Modality, kurtosis, skew and MUCH MORE!!
While not a full exam prep course, "Reliability Engineering Statistics" will demystify the toughest and longest section (over 25%) of the CRE exam, and teach you the concepts you need to understand higher level concepts like modeling accelerated life test and warranty failure data.
This class will take your analytical problem solving skills through the roof and prepare you to start tackling the toughest problems in engineering and design.
Sign up today!!
Who this course is for
Reliability engineers
Quality engineers
Electrical engineers
Engineering and technical managers
Mechanical engineers
Product and process designers
Continuous improvement professionals
Six sigma black belts
Homepage

https://www.udemy.com/course/reliability-engineering-statistics/