Unit VIII: Business Statistics and Operations Management
About Course
Unit VIII: Business Statistics and Operations Management
Note: This module is currently a Work in Progress.
Topics Covered:
Business Statistics
- Concept, Measures of Central Tendency and Dispersion
- Probability Distribution – Binomial, Poisson, Normal, and Exponential
- Data Collection & Questionnaire Design
- Sampling: Concept, Process, and Techniques
- Hypothesis Testing: Procedure
- T, Z, F, Chi-square Tests
- Correlation and Regression Analysis
Operations Management
- Operations Management: Role and Scope
- Facility Location and Layout: Site Selection and Analysis, Layout Design and Process
- Enterprise Resource Planning: ERP Modules, ERP Implementation
- Scheduling: Loading, Sequencing, and Monitoring
- Quality Management and Statistical Quality Control, Quality Circles, Total Quality Management – KAIZEN, Benchmarking, Six Sigma
- ISO 9000 Series Standards
- Operation Research: Transportation, Queuing Decision Theory, PERT/CPM.
Course Content
Data Visualization
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Histogram
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Frequency Polygon
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Difference Between Histogram and Frequency Polygon
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Relative Frequency Distribution
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Cumulative Frequency Table
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Box and Whiskers : IQR
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Contingency Table
Statistics
Concept, Measures of Central Tendency and Dispersion,
Probability Distribution – Binomial, Poisson, Normal, and Exponential
Data Collection & Questionnaire Design
Sampling: Concept, Process, and Techniques
Hypothesis Testing: Procedure
T, Z, F, Chi-square tests
Correlation and Regression Analysis
Operations Management Basics
Operations Management: Role and Scope
Facility Location and Layout: Site Selection and Analysis, Layout Design and Process
Facility Location and Layout
Enterprise Resource Planning: ERP Modules, ERP Implementation
Scheduling: Loading, Sequencing, and Monitoring
Quality Management and Statistical Quality Control, Quality Circles, Total Quality Management – KAIZEN, Benchmarking, Six Sigma
ISO 9000 Series Standards
Operation Research: Transportation, Queuing Decision Theory, PERT/CPM.
Transportation
Final Evaluation
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