Algorithm Briefing Competitive Landscape Research 
Smart Data Collective
JUNE 21, 2023
Marketing companies spent over $35 billion on AI in marketing research alone last year, but they are likely to spend as much on AI-driven SEO. The competitive landscape prioritizes page one results. Data paints a picture customized to specific content landscapes. They include the following: Keyword research.
Elegant BI
AUGUST 10, 2018
This article provides a brief explanation of the KMeans Clustering algorithm. What is the KMeans Clustering algorithm? Once the algorithm has been run and the groups are defined, any new data can be easily assigned to the correct group. How Does an Enterprise Use the KMeans Clustering Algorithm to Analyze Data?
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Elegant BI
AUGUST 14, 2018
This article provides a brief definition of the multinomial-logistic regression classification algorithm and its uses and benefits. What is the Multinomial-Logistic Regression Classification Algorithm? How Does One Use the Multinomial-Logistic Regression Classification Algorithm? About Smarten.
Elegant BI
AUGUST 14, 2018
This article provides a brief explanation of the ARIMA method of analytical forecasting. The ARIMA algorithm would be a suitable method for forecasting analysis because the data exhibits non-stationarity, and trend. What is ARIMA Forecasting? Let’s look at an example of a monthly analysis of monthly index values.
Elegant BI
OCTOBER 16, 2018
This article provides a brief explanation of the SVM Classification method of analytics. What is SVM Classification Analysis? SVM Classifications are based on the idea of finding a hyper plane that best divides a dataset into predefined classes, as shown in the image below.
ArchIntel
NOVEMBER 18, 2020
What they really need is a clear, detailed picture of the competitive landscape that is honest and transparent. It is a lot of pressure, but at the end of the day a strong Competitive Intelligence group is a balance of art and science, responsible for helping to inform the company’s strategy and drive decision making.”.
Elegant BI
AUGUST 14, 2018
This article provides a brief explanation of the FP Growth technique of Frequent Pattern Mining. What is the FP Growth Algorithm? Frequent pattern mining (previously known as Association) is an analytical algorithm that is used by businesses and, is accessible in some self-serve business intelligence solutions.
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