Blogs Archives | Mosaic Data Science

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Blogs

Neural Search Introduction: Putting GenAI to Work

In this Q&A with Sean Osis & Juan Rebollo, we discuss hot-button topics like GenAI, what is hype, and what has potential for innovation.

By Sel Gerosa, 6 monthsJune 7, 2023 ago

Blogs

Why Airlines Need to Look at Holistic Machine Learning & Optimization Solutions to Improve Scheduling

This blog discusses the decision process for adjusting flight schedules in response to weather events using advanced analytics.

By Sel Gerosa, 8 monthsMarch 28, 2023 ago

Blogs

Machine Learning on Graphs: Knowledge Graphs and Embeddings

The nature of problems involving graphs calls for applying techniques tailor-made to work with them. In this post, we will focus on one class of graphs called Knowledge Graphs, describe some of the problems practitioners are trying to solve using them and explain how machine learning is used in this context.

By Sel Gerosa, 10 monthsFebruary 15, 2023 ago

Blogs

Mapping Out Graph Analytics: Q&A With Daniel Salazar, Principal Data Scientist

Graph analytics is a classic network science technique that is making waves due to the advancements in Graph Database Technology (GDB) and the integration of machine learning techniques (i.e., neural networks), to solve a wide range of use cases. No need for a map to figure this one out – Principal Data Scientist, Daniel Salazar is giving us the full scoop as our guide.

By Sel Gerosa, 11 monthsDecember 30, 2022 ago

Blogs

Making Time for Scheduling Optimization: Q&A With Evan Lynch, Principal Data Scientist

We scheduled some time for this Q&A with Principal Data Scientist Evan Lynch, where we explored the many cross-industry challenges that scheduling optimization aims to solve, and the robust scheduling techniques that lie at the junction between mathematical optimization and machine learning.

By Sel Gerosa, 1 yearNovember 30, 2022 ago

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, 1 yearSeptember 12, 2022 ago

Blogs

Q&A with Mosaic’s Resident Computer Vision Expert

In this Q&A, we sat with Principal Data Scientist Priya Karanth for her take on the latest innovations and most powerful applications behind the ever-changing landscape of computer vision. Let’s see what lies beyond the surface.

By Sel Gerosa, 1 yearSeptember 7, 2022 ago

Blogs

Making Sense of Natural Language Processing: Q&A With Alex Tennant, Senior Data Scientist

We sat down with Senior Data Scientist Alex Tennant for his perspective on the opportunities and complexities of NLP and how Mosaic is paving the way for the consistent evolution of this powerful technology.

By Sel Gerosa, 1 yearAugust 8, 2022 ago

Blogs

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, 1 yearJuly 20, 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, 2 yearsMarch 16, 2022 ago