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Course11010115040 lectures

Quality Control and Improvement with MINITAB

Prof. Indrajit Mukherjee · IIT Bombay

Start with lecture 1 At NPTEL

Lectures

Week 1

  1. Lecture 01: Introduction of Quality Video
  2. Lecture 02: Voice of the Customer and Kano Model Video
  3. Lecture 03: Quality Function Deployment Video
  4. Lecture 04: Critical to Quality Characteristics Video
  5. Lecture 05: Data Visualization for Quality Control and Improvement Video

Week 2

  1. Lecture 06: Importance of Pareto Chart and Cause and Effect Diagram Video
  2. Lecture 07: Design Failure Mode and Effect Analysis Video
  3. Lecture 08: Introduction to Statistical Process Control Video
  4. Lecture 09: X-bar and R Chart Video
  5. Lecture 10: X-bar and S Chart Video

Week 3

  1. Lecture 11: Individual Moving Range Chart and Attribute Chart Video
  2. Lecture 12: Attribute Control Charts and Process Capability Video
  3. Lecture 13: Process Capability Index Video
  4. Lecture 14: Process Performance and Sigma Level Video
  5. Lecture 15: Process Capability for Attribute data Video

Week 4

  1. Lecture 16: Basic Statistics & Confidence Interval Video
  2. Lecture 17: Hypothesis Testing Video
  3. Lecture 18: One-sample t Test Video
  4. Lecture 19: Two-sample t Test Video
  5. Lecture 20: Paired t Test and ANOVA Video

Week 5

  1. Lecture 21: One-way ANOVA Video
  2. Lecture 22: One-way ANOVA (Continued) Video
  3. Lecture 23: ANCOVA and Nonparametric Test Video
  4. Lecture 24: Linear Regression Video
  5. Lecture 25: Linear Regression(Continued) and Multiple Regression Video

Week 6

  1. Lecture 26: Best Subset Regression , Multicollinearity Video
  2. Lecture 27: Multicollinearity, Best Subset Regression, Multiple Regression, Basics on Design of Experiment Video
  3. Lecture 28: Design of Experiment, One-factor-at-a-time experiment Video
  4. Lecture 29: Two-factor asymmetric Design, Symmetric Factorial Design, Two-way ANOVA Video
  5. Lecture 30: Two-factor symmetric Design, Robust setting, Two-way ANOVA Video

Week 7

  1. Lecture 31: Measurement System Analysis Video
  2. Lecture 32: Measurement System Analysis (Contd.) Video
  3. Lecture 33: Measurement System Analysis (Contd.), Introduction to Factorial Experiments Video
  4. Lecture 34: Factorial Experiments Video
  5. Lecture 35: Factorial Experiments (Contd.) Video

Week 8

  1. Lecture 36: Factorial Experiments (Contd.) Video
  2. Lecture 37: Blocking in Factorial Design Video
  3. Lecture 38: Multiple response Optimization & RSM Video
  4. Lecture 39: Fractional Factorial Design Video
  5. Lecture 40: Taguchi Method Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Bombay
Department
Management
Teacher
Prof. Indrajit Mukherjee
Level
Undergraduate
Language
English
Subjects
Business and management
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
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