Smarten

JUNE 29, 2018

To better understand multiple linear regression, let’s look at one such analysis of independent variables: Temperature and Humidity, and a target variable (yield). How Can Multiple Linear Regression Be Helpful for Business Analysis? Use Case – 1. Use Case – 2.

Business Analysis 40

Business Analysis IT Sales Statistics 40

Smarten

JUNE 29, 2018

How is Spearman’s Rank Correlation Useful for Business Analysis? Business Problem: An educational organization wants to assess students’ rating, based on two different sources of observation. The closer this value is to 0, the weaker the relationship/association is between both variables. Use Case – 1.

Business Analysis 40

Business Analysis IT Measurement Statistics 40

Smarten

JUNE 29, 2018

How Does Frequent Pattern Mining Support Business Analysis? This method of analysis can be useful in evaluating data for various business functions and industries. Basket Data Analysis – To analyze the association of purchased items in a single basket or single purchase. Confidence (milk->bread) = 0.5

Business Analysis 40

Business Analysis IT Business Intelligence Sales 40

Smarten

JUNE 29, 2018

How is the Paired Sample T Test Beneficial to Business Analysis? This type of analysis can be useful in numerous situations. Marketing – Have sales increased following a particular campaign? Let’s look at two use cases to better understand the benefit of this technique in business analysis.

Business Analysis 40

Business Analysis Testing Statistics Advertising 40

Smarten

DECEMBER 12, 2018

Many businesses are just discovering the benefits of self-serve business intelligence and establishing data democratization initiatives but, as every business manager and team member knows, business markets and competition move rapidly and yesterday’s business intelligence initiatives are morphing into advanced analytics efforts.

Analytics 40

Analytics Business Intelligence Data mining Predictive Modeling 40

Smarten

JUNE 26, 2018

Marketing / Market Research – To determine if certain types of products sell better in certain geographic locations than others, and to verify if gender has an influence on purchasing decisions. How Can the Chi Square Test of Association Be Used for Business Analysis? Use Case – 1. Use Case – 2.

Testing 40

Testing Statistics IT Business Intelligence 40

Smarten

JULY 10, 2018

Use Case(s): Weather Forecasting, Fraud Analysis and more. Frequent Pattern Mining (Association): What is Frequent Pattern Mining (Association) and How Does it Support Business Analysis? Use Case(s): Market Basket Analysis, Frequently Bundled Products and more. Use Case(s): Average value of all cars in U.S.

Analytics 40

Analytics Forecasting Statistics Sales 40