وب سایت تخصصی شرکت فرین
دسته بندی دوره ها

Quality Engineering Statistics

سرفصل های دوره

The tools, theories, and case studies you need to understand the analytical methods of quality engineering


1 - Introduction to the Course
  • 1 - Introduction to the Course
  • 2 - Course Contents
  • 2 - QES-Table-of-Contents-021823.xlsx
  • 3 - Comments about the Use of Software

  • 2 - Section A Collecting and Summarizing Data
  • 4 - Data Types
  • 5 - Data Scales
  • 6 - Data Coding
  • 7 - Data Integrity
  • 8 - Introduction to Data Visualizations
  • 9 - Stem and Leaf Diagram
  • 9 - Stem-and-Leaf-Plot.xlsx
  • 10 - Histogram.xlsx
  • 10 - The Histogram in Excel
  • 11 - Dashboards
  • 12 - Introduction to Descriptive Statistics
  • 13 - Graphical Depiction of Standard Deviation
  • 14 - Measures of Dispersion in Excel
  • 15 - The Shape of Data Pt 1
  • 16 - The Shape of Data Pt 2
  • 17 - Median Quartiles and IQR in Excel
  • 18 - Box-and-Whisker.xlsx
  • 18 - The Box Plot in Excel

  • 3 - Section B Quantitative Concepts
  • 19 - Statistics and Probability Concepts Pt 1
  • 20 - NORM.DIST.xlsx
  • 20 - NORMDIST in Excel
  • 21 - Statistics and Probability Concepts Pt 2

  • 4 - Section C Probability Distributions
  • 22 - Overview of Probability Distributions Pt 1
  • 23 - Overview of Probability Distributions Pt 2
  • 24 - Overview of Probability Distributions Pt 3
  • 25 - Poisson.xlsx
  • 25 - Poisson in Excel
  • 26 - Using Test Statistics

  • 5 - Section D Statistical Decision Making
  • 27 - Point Estimates
  • 28 - Point Estimates in Excel
  • 28 - Point-Estimates.xlsx
  • 29 - Confidence Intervals Pt 1
  • 30 - Confidence Intervals Pt 2
  • 31 - Confidence Intervals in Excel
  • 31 - Confidence-Intervals.xlsx
  • 32 - Standard Error of the Mean
  • 33 - Z Score and Z Table
  • 34 - Confidence Intervals for Variance
  • 35 - Chi Squared Coordinates
  • 36 - Tolerance Intervals
  • 37 - Why Hypothesis Testing
  • 38 - The Statistical View of Data
  • 39 - Sampling and the Hypothesis Test
  • 40 - Errors in Hypothesis Testing
  • 41 - Statistical Power
  • 42 - Statistical vs Practical Significance
  • 43 - Tools and Requirements of Statistical Design Pt 1
  • 44 - Tools and Requirements of Statistical Design Pt 2
  • 45 - Ttest Examples in Hypothesis Testing
  • 46 - T Tests in Excel
  • 47 - Ztests in Hypothesis Testing Pt 1
  • 48 - Ztests in Hypothesis Testing Pt 2
  • 49 - More ZTest Examples
  • 50 - Z Test in Excel
  • 51 - Z Tests of Proportions
  • 52 - Goodness of Fit
  • 53 - Goodness of Fit in Excel
  • 54 - The Normal Probability Plot in Excel
  • 55 - ANOVA and the F Distribution
  • 56 - ANOVA in Excel
  • 57 - Twoway ANOVA Overview
  • 58 - Twoway ANOVA in Excel Rev 1
  • 59 - Contingency Tables

  • 6 - Section E Relationships Between Variables
  • 60 - Understanding Linear Regression Pt 1
  • 61 - Understanding Linear Regression Pt 2
  • 62 - Correlation and the Coefficient of Determination
  • 63 - Linear Regression in Excel
  • 63 - Linear-Regression.xlsx
  • 64 - Overview of Time Series Analysis

  • 7 - Section F Statistical Process Control SPC
  • 65 - Introduction to SPC Section
  • 66 - Overview of SPC
  • 67 - Control Chart Terminology
  • 68 - What to Chart
  • 69 - Variation and Subgrouping
  • 70 - Xbar and R Chart Pt 1
  • 71 - Xbar and R Chart Pt 2
  • 72 - Xbar and R chart Pt 3
  • 72 - x-bar-R.xlsx
  • 73 - Xbar and s Chart Pt 1
  • 74 - Xbar and s Chart Pt 2
  • 74 - x-bar-s.xlsx
  • 75 - IXMR Chart Pt 1
  • 76 - IXMR Chart Pt 2
  • 76 - I-MR.xlsx
  • 77 - p Chart Part 1
  • 78 - p Chart Part 2
  • 78 - p-Chart.xlsx
  • 79 - np Chart Pt 1
  • 80 - np Chart Pt 2
  • 80 - np-Chart.xlsx
  • 81 - c Chart Pt 1
  • 82 - c Chart Pt 2
  • 82 - c-Chart.xlsx
  • 83 - u Chart Pt 1
  • 84 - c-Chart.xlsx
  • 84 - u Chart Pt 2
  • 85 - Interpreting Control Charts Pt 1
  • 86 - Interpreting Control Charts Pt 2
  • 87 - Interpreting Control Charts Pt 3
  • 88 - Control Chart Selection Process
  • 88 - Control-Chart-Selection.pdf
  • 89 - Short Run SPC

  • 8 - Section G Process and Performance Capability
  • 90 - Introduction to Process Capability Analysis
  • 91 - Specification Limits
  • 92 - Sampling Frequency
  • 93 - Understanding Capability Indices
  • 94 - Sample Size and the Normal Distribution
  • 95 - Arithmetic Mean
  • 96 - The Histogram
  • 97 - Excels Data Analysis Add In
  • 98 - Overview of the Normal Distribution
  • 99 - Standard Deviation
  • 100 - Properties of the Normal Distribution Curve
  • 101 - Plotting the Normal Curve
  • 102 - Pp and Ppk Pt 1
  • 103 - Pp and Ppk Pt 2
  • 104 - Ppk-Population.xlsx
  • 104 - Pp and Ppk Pt 3
  • 105 - Ppk-Sample.xlsx
  • 105 - Pp and Ppk of a Sample
  • 106 - Cp and Cpk Pt 1
  • 106 - Table-of-Control-Chart-Constants.xlsx
  • 107 - Cp and Cpk Pt 2
  • 108 - Cpk.xlsx
  • 108 - Cp and Cpk Pt 3
  • 109 - Interpreting the Capability Indices
  • 110 - Difference-Between-Ppk-and-Cpk.xlsx
  • 110 - The Difference Between Cpk and Ppk
  • 111 - Process-Capability-Analysis-Summary-021823.xlsx
  • 111 - Summary of Process Capability

  • 9 - Section H Design and Analysis of Experiments
  • 112 - Introduction to a DOE Pt 1
  • 113 - Introduction to a DOE Pt 2
  • 114 - DOE Terminology
  • 115 - Tips for a Successful DOE
  • 116 - Types pf Experimental Designs
  • 117 - Additional DOE concepts
  • 118 - Full Factorial Experiments Pt 1
  • 119 - Full Factorial Experiments Pt 2
  • 120 - Fractional Factorial Designs and Taguchi Methods

  • 10 - Conclusion to the Course
  • 121 - Conclusion to the Course
  • 122 - Bonus Lecture
  • 53,700 تومان
    بیش از یک محصول به صورت دانلودی میخواهید؟ محصول را به سبد خرید اضافه کنید.
    خرید دانلودی فوری

    در این روش نیاز به افزودن محصول به سبد خرید و تکمیل اطلاعات نیست و شما پس از وارد کردن ایمیل خود و طی کردن مراحل پرداخت لینک های دریافت محصولات را در ایمیل خود دریافت خواهید کرد.

    ایمیل شما:
    تولید کننده:
    شناسه: 9728
    حجم: 7406 مگابایت
    مدت زمان: 770 دقیقه
    تاریخ انتشار: 26 فروردین 1402
    طراحی سایت و خدمات سئو

    53,700 تومان
    افزودن به سبد خرید