Case Studies
Customer Segmentation for Geo-Targeted Marketing
Unsupervised learning approaches are very powerful when applied to customer segmentation.
White Papers
Detecting Airport Layouts with Computer Vision
Computer vision is a powerful AI technique with vast business applications. In this white paper, Mosaic examines how to use machine vision for detecting airport layouts from the sky.
Blogs
Multi-Armed Bandits: Implementing Reinforcement Learning
This is post #2 of a 2-part series focused on reinforcement learning, an AI deployment approach that is growing in popularity.
Blogs
Multi-Armed Bandits: A Gentle Introduction to Reinforcement Learning
In this post I will provide a gentle introduction to reinforcement learning by way of its application to a classic problem: the multi-armed bandit problem.
White Papers
Workforce Planning Prediction
Optimizing seasonal staffing and resourcing is a key challenge for many industries, especially when the exact timing of high-volume activity can change based on complex factors.
Case Studies
Community Healthcare Utilization Risk Score
Hospitals can change the way they deliver care by understanding their communities through the application of machine learning and statistics.
Case Studies
Predicting Signal Degradation using Weather Data
Mosaic built a model that predicted signal disruption, up to 16 hours in advance, based on North American precipitation forecasts and historical signal quality measurements.
Case Studies
Data Science Center of Excellence Assessment
We designed and delivered a custom, extensive data science assessment to help this energy firm modernize.
Case Studies
Deep Ranking for Image Similarity
We designed and deployed a custom deep learning based tool to extract images from millions of digital and scanned documents.
White Papers
Revamping Airline Demand Forecasting
In our white paper, Mosaic examines fresh machine learning based approaches to more accurately forecast airline seat demand.