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JUST Statistics for the CQE Exam!
Course Introduction
Watch This First!!!! (5:19)
1 - Collecting & Summarizing Data
1.1 Introduction & Types of Data (17:41)
1.2 All About Measurement Scales (13:06)
1.3 Data Collection, Accuracy, Integrity and Visualization! (20:00)
1.4 Descriptive v. Inferential Statistics along with Central Tendency (22:25)
1.5 Graphical Methods for Relationships & Section Conclusion (15:39)
2 - Quantitative Concepts
2.1 Basic Probability Terminology (Populations and Samples) (13:41)
2.2 Drawing Statistical Conculsions and Key Assumptions (12:12)
2.3 Simple Probability Events (Intersections, Union and the Complement) (16:24)
2.4 Complex Probaiblity (Independence, Multiplication) (16:45)
3 - Probability Distributions
3.1 The Normal Distribution (SUPER IMPORTANT) (22:07)
3.2 All About Reliability Distributions (Exponential and Weibull) (20:50)
3.3 The Sampling Distributions (Gettin Ready for Ch 4) (18:25)
3.4 The Binomial and Poisson Distribution (14:37)
3.5 The Remaining Distributions (15:30)
4- Statistical Decision Making
4.1 Confidence Interval for the Population Mean! (18:22)
4.2 Confidence Interval for the Population Standard Deviation! (12:46)
4.3 Hypothesis Testing for the Population Mean (23:17)
4.4 Hypothesis Testing for the Population Variance and Proportion (19:34)
4.5 Hypothesis Testing Part 4 - Error, Power, P-Value and Conclusion (15:24)
4.6 Goodness of Fit Testing and Contingency Tables (18:13)
4.7 ANOVA Analysis!!! (22:12)
Practice Exams for Chapter 4 (7:50)
5 - Relationship Between Variables
5.1 Introduction, Variables & Coefficients and the Least Squares Method (26:06)
5.2 Linear Regression (20:22)
6 - Statistical Process Control
6.1 SPC / Control Chart Basic Terms and Concepts (15:34)
6.2 The X-Bar and R Chart (13:04)
6.3 The X-Bar and S Chart (9:45)
6.4 The I-MR Chart (8:55)
6.5 Discrete Data Control Charts (21:37)
6.6 Control Chart Analysis (16:56)
Bonus - Practice Exam for SPC!
7 - Process & Performance Capability
7.1 Introduction to Process Capability (17:56)
7.2 The Rest of the Cpk Process, and how to Interpret the Results (17:36)
Bonus Lecture - Practice Exam for Process Capability!
8. Design of Experiments (DOE)
8.1 Introduction to DOE (26:17)
8.2 Planning and Organization a DOE, plus key terms (20:51)
8.3 More Key Terms, plus OFAT (26:36)
8.4 Full and Fractional Factorial, plus Conclusion (16:56)
Bonus Lecture - Latin Square Design (4:46)
Final Words!
If you liked this, you'll love my other course!! (3:55)
3.2 All About Reliability Distributions (Exponential and Weibull)
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