Business Analytics

PART 1: Foundations of Business Analytics

1. Introduction to Business Analytics

2. Analytics on Spreadsheets

Part 2: Descriptive Analytics

3. Visualizing and Exploring Data

4. Descriptive Statistical Measures

5. Probability Distributions and Data Modeling

6. Sampling and Estimation

7. Statistical Inference

Part 3: Predictive Analytics

8. Trend lines and Regression Analysis

9. Forecasting Techniques

10. Introduction to Data Mining

11. Spreadsheet Modeling and Analysis

12. Monte Carlo Simulation and Risk Analysis

Part 4: Prescriptive Analytics

13. Linear Optimization

14. Applications of Linear Optimization

15. Integer Optimization

16. Decision Analysis

Nonlinear and Non-Smooth Optimization

Optimization Models with Uncertainty

Business valuations

Business valuations

Equity Valuation

International Valuation Standards

Issues in Valuation

McKinsey -The Value of Companies - Book

Private company valuations

Strategic Analysis Model—Excel

Using Multiples for Valuation

Valuation Methodologies Discounts and Premiums

Valuation methods

Valuation Methods to Mergers and Acquisitions

Business Analytics

Intro to Business Analytics

Descriptive Statistics

Data Visualization

Linear Regression

Time Series Analysis and Forecasting

What-If Spreadsheet Models

Linear Programing

Monte Carlo Simulation

Leadership Skills for Managers

Starting with Google Analytics