Course Content
Data Visualization
0/6
Histogram
Frequency Polygon
Difference Between Histogram and Frequency Polygon
Relative Frequency Distribution
Cumulative Frequency Table
Box and Whiskers : IQR
Probability Distributions
Probability Distribution – Binomial, Poisson, Normal, and Exponential
0/3
Binomial Distribution
Poisson distribution
Exponential Distribution
Operations Management Basics
0/6
Time Study
Motion Study
EOQ: Economic Order Quantity
EOQ
Process Mapping Symbols
Key Figures in Operations Management
Statistics
0/7
Method of Least Square : Regression Analysis
Assumptions Regarding the Error Term in Regression
Demand Forecasting
Types of Reliability in Research
ISO 9000 Series Standards
Lean Manufacturing
5S Lean Methodology
Transportation
0/3
Tranportation Foundations
LCM: Least Cost Method
What is ERP (Enterprise Resource Planning)?
Facility Location and Layout
Site Selection and Analysis, Layout Design and Process
0/3
Plant Layout Design
Data Collection Method
Question ID
Concept, Measures of Central Tendency and Dispersion,
Concept, Measures of Central Tendency and Dispersion,
0/7
**Contingency Table (Cross-Tabulation Table)
**Measures of Central Tendency: Mean, Median & Mode
**Standard Deviation
**Karl Pearson’s Coefficient of Variation
**Positional Averages (Positional Means)
**Mathematical Averages (Mathematical Means)
Population Variance v/s Sample variance
Probability Distribution – Binomial, Poisson, Normal, and Exponential
Probability Distribution – Binomial, Poisson, Normal, and Exponential
0/4
Normal Distribution Example
**Binomial Distribution
**Queing Theory
**Queue Discipline
Data Collection & Questionnaire Design
Data Collection & Questionnaire Design
Sampling: Concept, Process, and Techniques
Sampling: Concept, Process, and Techniques
0/2
**Sampling Methods
–research process
Hypothesis Testing: Procedure
Hypothesis Testing: Procedure
0/2
**Hypothesis Testing
–Type I & Type II Errors
T, Z, F, Chi-square tests
T, Z, F, Chi-square tests
0/2
Types of Statistical Tests
Chi-Square Goodness of Fit Test
Correlation and Regression Analysis
Correlation and Regression Analysis
0/4
Correlation Coefficient
Regression Coefficient
Relationship Between Correlation Coefficient and Regression Coefficient
Correlation and Regression Analysis
Operations Management: Role and Scope
Operations Management: Role and Scope
0/1
–Introduction
Facility Location and Layout: Site Selection and Analysis, Layout Design and Process
Facility Location and Layout: Site Selection and Analysis, Layout Design and Process
Enterprise Resource Planning: ERP Modules, ERP Implementation
Enterprise Resource Planning: ERP Modules, ERP Implementation
Scheduling: Loading, Sequencing, and Monitoring
Scheduling: Loading, Sequencing, and Monitoring
0/4
–Scheduling
**Gant Chart
**Line Balancing
**Inspection Process and Types
Quality Management and Statistical Quality Control, Quality Circles, Total Quality Management – KAIZEN, Benchmarking, Six Sigma
Quality Management and Statistical Quality Control, Quality Circles, Total Quality Management – KAIZEN, Benchmarking, Six Sigma
0/3
**Kaizen
**Six Sigma
Benchmarking Generations
ISO 9000 Series Standards
ISO 9000 Series Standards
Operation Research: Transportation, Queuing Decision Theory, PERT/CPM.
Operation Research: Transportation, Queuing Decision Theory, PERT/CPM.
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**Assignment: Complete Enumeration Method
–VAM: Vogel’s Approximation Method
**North-West Corner Method
**PERT: Program Evaluation and Review Technique
**CPM: Critical Path Method
**PERT VS CPM
Unit VIII: Business Statistics and Operations Management
Feature Histogram Frequency Polygon
Representation Bar chart Line graph
Data Type Continuous Continuous or grouped data
Gaps No gaps between bars No bars, only points connected
Use Case Single dataset visualization Comparison of multiple datasets
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