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How to use LinkedIn for Competitive Intelligence

Aqute Intelligence

Competitive intelligence analysis helps businesses maintain or gain a strategic market advantage. LinkedIn, with its network of over 750 million users worldwide, is an indispensable competitive intelligence tool, and no competitive intelligence research is complete without it.

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What is Spearman’s Rank Correlation and How is it Useful for Business Analysis?

Elegant BI

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. Business Problem: An educational organization wants to assess students’ rating, based on two different sources of observation.

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What is Multiple Linear Regression and How Can it be Helpful for Business Analysis?

Elegant BI

How Can Multiple Linear Regression Be Helpful for Business Analysis? Business Problem: An ecommerce company wants to measure the impact of product price, product promotions, and holiday seasonality on product sales. Business Benefit: An agriculture firm can understand the impact of each of these predictors on the target variable.

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What is the Decision Tree Analysis and How Does it Help a Business to Analyze Data?

Elegant BI

Let’s look at an example: A business will analyze the past behavior of customers on a retail website, and look at variables like the number of days from the last purchase, the brand preference, income, age, gender, website visits, location, and the total amount of purchases. Use Case – 1. Use Case – 2. About Smarten.

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What is SVM Classification Analysis and How Can It Benefit Business Analytics?

Elegant BI

SVM Classification Analysis can be used for many analytical tasks: Credit/Loan Approval Analysis – Given a list of client transactional attributes, a business can predict whether a client will default on a loan. How Can SVM Classification Analysis Benefit Business Analytics? There is 8% chance of error in classification.

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What Are Data Trends and Patterns, and How Do They Impact Business Decisions?

Elegant BI

The business can use this information for forecasting and planning, and to test theories and strategies. If a business wishes to produce clear, accurate results, it must choose the algorithm and technique that is the most appropriate for a particular type of data and analysis. About Smarten.

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What is Karl Pearson Correlation Analysis and How Can it be Used for Enterprise Analysis Needs?

Elegant BI

This article explains the Karl Pearson Correlation method of analysis, and how it can be applied in business. Business Problem: A bank wants to find the correlation between income and credit card delinquency rate of credit card holders. What is the Karl Pearson Correlation Analytical Technique? About Smarten.