ML Development Archives

Intro to Network Science and Graph Theory

Network science and simulation provide a robust framework for the study of network systems in all their complexity.

By Sel Gerosa, 3 yearsJuly 20, 2022 ago

Extract Movement-Based Insights with Pose Estimation

Wielding the power of computer vision human action extraction to gain insights from video data presents an opportunity for logistics companies to make improvements for new and current customers.

By Sel Gerosa, 3 yearsJune 13, 2022 ago

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, 3 yearsApril 27, 2022 ago

White Papers

Contextual Search Engine Development

Contextual search can be labeled as a search capability that focuses on the context of the user-generated query including the original intent of the user to show the most relevant set of results. It is quite different than traditional search technologies which focus only on keyword matching.

By Sel Gerosa, 3 yearsMarch 24, 2022 ago

Blogs

Data Optimization for Fantasy Sports Analytics

Fantasy sports represent a rich and exciting world of modeling and analytic possibilities. With the advent of modern computer vision, statistics tracking, and the general embrace of the sporting community of a “data-centric” view to the game, there is a wealth of information available about each player, their performances, and various metadata.

By Sel Gerosa, 3 yearsMarch 16, 2022 ago

White Papers

Automating Call Center Insight Extraction with NLP | Going beyond Sentiment Analysis

Mosaic used NLP algorithms to automatically extract various insights about people calling into a customer call center. We created a process to identify at-risk customers that called the previous day based on the transcript of the call.

By Sel Gerosa, 3 yearsMarch 10, 2022 ago

White Papers

How Deep Learning Facilitates Automation & Innovation and When to Use It

In our whitepaper, Mosaic explores deep learning , including when to use deep learning over machine learning using practical examples.

By Sel Gerosa, 3 yearsFebruary 2, 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, 3 yearsNovember 29, 2021 ago

White Papers

Grid Inspection & Repair Scheduling Optimization

This white paper explores how we can integrate third-party weather data and utility-specific asset prioritization requirements to build more relevant optimization tools for scheduling the inspection and potential repair of grid anomalies.

By Sel Gerosa, 4 yearsSeptember 8, 2021 ago

Blogs

Deriving value from IoT and sensor data with time series classification (TSC)

Anytime you wish to predict the transient state(s) of something or someone constantly monitored by sensors, time series classifications are the right tool. This article will explain some basic concepts of using deep learning models for TSC and finish with a brief discussion of ways to improve the performance to save on cost and speed.

By Sel Gerosa, 4 yearsJuly 28, 2021 ago

ML Development

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