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MLOps

Case Studies

Reducing Jet Fuel Emissions with Operational Artificial Intelligence

Mosaic helped a commercial airline integrate custom machine learning to predict departure runway and taxi-out time, cut operational costs, and improve the customer experience, aiding in reducing fuel emissions with AI.

By Sel Gerosa, 3 monthsMarch 14, 2023 ago
blue data pipeline image
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
Blogs

MLOps tools, tips, & tricks: MLflow Model Registry

MLflow is open-source software initially developed by DataBricks for managing the “machine learning lifecycle.” It makes the model artifacts and their environment specifications more readily available when assembling ML model applications or for other purposes such as collaborating with teammates

By Drew Clancy, 3 yearsOctober 16, 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
audit technology eyeglass
Blogs

Algorithm Quality Assurance via Auditing & MLops

Algorithms can be trained to mimic human behavior, but what happens when the human developing the algorithm inadvertently allows bias into the training process?

By Drew Clancy, 3 yearsMay 27, 2020 ago
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