Table of Content
Analytics Introduction
- Evolution and Scope
- Data Management and Types
- Decision Models
- Problem Solving and Decision Making
Using Spreadsheets for Analytics
- Excel Formulas
- Excel Functions
- Spreadsheet Add-Ins
- What is Spreadsheet Modeling
Visualizing Data in Spreadsheets
- Excel Data Visualization Tools
- Data Queries in Excel
- Data Summarization in Excel
- PivotTables and Pivot Charts
Descriptive Statistical Measures
- Statistical Notation
- Measures of Location
- Measures of Dispersion
- Measures of Shape
- Measures of Association
- Frequency Distributions
- Excel Descriptive Statistics Tool
Probability Distributions
- Probability Basics
- Discrete Probability Distributions
- Continuous Probability Distributions
- Distribution Fitting
Sampling and Hypothesis
- Statistics Basics
- Data Basics
- Measurement Systems
- Some Basic Terms
- Types of Sample Designs
- Bases of stratification
- Characteristics of a Good Sample Design
- Determining the Sample Size
Data Processing and Analysis
- Data Preparation
- Data Validation
- Data Editing
- Coding
- Tabulation
- Data-Processing Methods
Retail Management
- Functions Performed by a Retailer
- Retail Management Basics
- Retail Strategy
- Retail Mix
Retail Business Operations
- Store Designing
- Product Display
- Store Space Planning
- Store Floor planning
- Fixture Management
- Shelf Space Planning
- Profitability Analysis
- Productivity Analysis
Supply Chain Planning & Management
- Demand Analysis, Aggregation & Forecasting
- Placing of the Purchase Order
- Shipping & Transportation Planning
- Warehouse Management
- Distribution Planning
- Inventory Management
- Replenishment
- Supply Chain Benefits
Category Management
- Merchandise Planning
- Assortment Planning
- Assortment Control
- Product Introduction & Development
- Promotions
- Price Management
- Cost Management
Advanced Retail Analytics
- Customer Segmentation
- Conversion Modeling
- Markdown Modeling
- Price Optimization
- Promotion Optimization
- Consumers Behavior Analysis
- Market Basket Analysis
- SKU Optimization
- Consumer Decision Tree
- Demand Transference
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