Professional Services Machine Learning Archives | Mosaic Data Science

Blogs

Geospatial Data Analysis for Machine Learning-based Customer Clustering

Both descriptive analytics and machine learning models can benefit greatly from using geographic data analysis to solve segmentation use cases.

By Sel Gerosa, 9 monthsSeptember 12, 2022 ago

White Papers

Analyzing Digital Platform Data to Understand User Behavior

As our world becomes more and more digitized, organizations need to leverage behavior data to provide a better customer experience and detect potential problems before they arise. This can be achieved by analyzing behavior patterns from digital platforms customers operate.

By Sel Gerosa, 1 yearApril 27, 2022 ago

Case Studies

Financial Services Revenue Forecasting

The business was investigating how to incorporate modern data science techniques into their budgeting decisions. Since they didn’t have this expertise in-house, they needed an analytics partner that could provide the right capabilities to accurately model and forecast revenue and serve these results to users in the proper context.

By Sel Gerosa, 2 yearsNovember 29, 2021 ago

White Papers

Summarizing Text with Artificial Intelligence

Text data presents a tremendous opportunity to benefit all stakeholders of an organization – investors, employees, processes, and the all-important customer – if the organization can find a way to sift through this data in an automated way to extract key information and solve specific challenges. In that case, they could learn about their firm and start optimizing the way they operate.

By Sel Gerosa, 2 yearsMay 28, 2021 ago

White Papers

Detect Defects on the Line with Computer Vision

Deep learning, specifically computer vision and natural language processing, can be designed to identify defects during the product packaging process. These deep learning models can verify that a label on a package is present, correct, straight, and readable.

By Drew Clancy, 3 yearsDecember 1, 2020 ago

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White Papers

Production Machine Learning Auditing using MLOps

Successfully developing machine learning tools to provide value in a business environment requires much more than algorithmic knowledge and tuning. Machine learning cannot provide value in a vacuum.

By Drew Clancy, 3 yearsNovember 5, 2020 ago

White Papers

An AI Approach for Consumer Lending Approval & Pricing

Traditional lending practices are a prime candidate for machine learning improvements. Lenders can make more accurate and faster decisions by shifting decision-making from analysis of individuals to analysis of trends and patterns.

By Drew Clancy, 3 yearsOctober 16, 2020 ago

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Blogs

Root Cause Analytics of Telemetry Failures

Root cause and diagnostic analytics is a great approach for identifying computer failures.

By Drew Clancy, 5 yearsJanuary 29, 2018 ago

White Papers

Advanced Statistics for Email A/B Testing

Applying statistical inference is a great way for businesses to get more value out of there email marketing programs.

By Drew Clancy, 5 yearsJanuary 4, 2018 ago

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Case Studies

Diagnosing Windows 10 Crashes

Applying predictive AI services to identify the factors behind dreaded Blue Screen of Death.

By Drew Clancy, 6 yearsNovember 30, 2017 ago