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Research Publication: Predicting Store Sales Using Machine Learning

Using supervised machine learning models, we predict if clothing will sell based on any given item's style, price, neckline, material, decoration, sleeves, waistline type, pattern, and season of use.


Our data analytics, database management, machine learning and AI services help clients develop data-driven strategies and drives long-term revenue. 

Our Process

After a brief exploratory data analysis, we predicted dress sale items using the linear discriminant analysis (LDA), quadratic discriminant analysis (QDA), classification tree, and binary logistic regression models.


Our team can help you from start to end of your organization's key data science and database management roadblocks. Contact us at clientrelationsACG@gmail.com for more information.

Work & Consulting Experience at

Founded at Carnegie Mellon

Founded at Carnegie Mellon

Founded at Carnegie Mellon

Arlington Consulting Group was founded at Carnegie Mellon University to support small & medium-sized businesses and nonprofits in the U.S. through affordable consulting services.

Columbus

Founded at Carnegie Mellon

Founded at Carnegie Mellon

Our team has past experience working with clients in Columbus across marketing, branding, SEO, and nonprofit fundraising across the medical, music, and social good industries.

Pittsburgh

Founded at Carnegie Mellon

Pittsburgh

Our team has past consulting experience working with clients in Pittsburgh across transportation, medical technology research, and geographic expansion projects.

Work with us to ignite innovation at your organization.

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