Smart Data Collective

JUNE 16, 2022

Team Upskilling: Train business analysts on planning, gap analysis, scoping & blueprinting, cost-benefit calculation of new initiatives, solution architecture, modelling, elicitation, requirement management, performance management, and other improvement initiatives. Tools Updating: A business analyst is as good as his/her tools.

Business Analytics 123

Business Analytics Analytics Forecasting Business Analysis 123

Smarten

JUNE 29, 2018

How Can Multiple Linear Regression Be Helpful for Business Analysis? If we consider the use cases below, we can see the value of Multiple Linear Regression analysis. Business Problem: An ecommerce company wants to measure the impact of product price, product promotions, and holiday seasonality on product sales.

Business Analysis 40

Business Analysis IT Sales Statistics 40

Smarten

FEBRUARY 8, 2023

Gartner predicts that, ‘Through 2025, 80% of organizations seeking to scale digital business will fail because they do not take a modern approach to data and analytics governance.’ Demand Planning Businesses cannot afford to use guesswork in the planning process.

Analytics 52

Analytics Advertising Predictive Analytics Optimization 52

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

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

JULY 10, 2018

This article summarizes our recent article series on the definition, meaning and use of the various algorithms and analytical methods and techniques used in predictive analytics for business users, and in augmented data preparation and augmented data discovery tools. Use Case(s): Average value of all cars in U.S.

Analytics 40

Analytics Forecasting Statistics Sales 40

Occam's Razor

FEBRUARY 7, 2011

For help with identifying opportunities and how to do business analysis please see this post: The Beginner's Guide to Advanced Web Data Analysis. Nilaye Thakrar: What is the best way to attribute an offline sale to an online assist? By doing multichannel analytics! Sadly David, nothing like that exists.

Analytics 94

Analytics Measurement Metrics Predictive Analytics 94