Articles
Data visualization representing water utility management
Created ByMike Villarreal
Published Date09.13.2024
Empowering Water Utilities with Data Science for Sustainable Resource Management

At CML Insight, our mission is to empower organizations with advanced AI and machine learning solutions that drive measurable results. We specialize in partnering with businesses and government organizations, including water utilities, to elevate their data science capabilities and unlock actionable insights. Our expertise in delivering custom predictive and causal models is particularly valuable in addressing the pressing challenges faced by water utilities in today's era of increasing water scarcity and environmental concerns.

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CML Insight article change is hard
Created ByLinda Baer
Published Date09.13.2024
Change is Hard

These are turbulent times for higher education. There are many accelerators and disruptors that are driving change, especially transformative change

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CML Insight article Preparing for a new Intelligence
Created ByLinda Baer, Colleen Carmean, David Kil
Published Date09.12.2024
Preparing for a New Intelligence

A new collaborative intelligence (CI) will enable humans and machines to work together to solve complex problems and create innovative solutions, but only if we determine and apply the parameters that each (humans, machines) bring to the table

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CML Insight article How to lower student equity gaps through analytics
Created ByDavid Kil
Published Date09.05.2024
How to lower student equity gaps through analytics

Machine learning (ML) has become popular in many industries as a way to improve business outcomes. As machine learning is becoming commoditized, it is important to understand potential downside risks of improperly using machine learning and to proactively design ML/AI systems to improve equity and effectiveness in the real world of heterogeneities.

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CML Insight article for too long
Created ByDavid Kil
Published Date09.04.2024
For too long...

Predictive modeling has represented the core of machine learning analytics, leaving real-world evidence (RWE) of treatment effectiveness untouched

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Publications
ExperiencED by Dr. Jim Stellar
ExperiencED by Dr. Jim StellarRead More...
ASU: Catalyzing a Culture of Care and Innovation Through Prescriptive and Impact Analytics To Create Full-Cycle Learning
ASU: Catalyzing a Culture of Care and Innovation Through Prescriptive and Impact Analytics To Create Full-Cycle LearningRead More...
Using AI to Understand What Causes Diseases
Using AI to Understand What Causes DiseasesRead More...
Gartner 2022 Use Causal AI to Go Beyond Correlation-Based Prediction
Gartner 2022 Use Causal AI to Go Beyond Correlation-Based PredictionRead More...
2021 Nobel Award Natural experiments help answer important questions for society
2021 Nobel Award Natural experiments help answer important questions for societyRead More...
Educause 2021 Why Data Matters for Student Success in a Post-Pandemic World
Educause 2021 Why Data Matters for Student Success in a Post-Pandemic WorldRead More...
Artificial Intelligence and Human Intelligence in Student Success
Artificial Intelligence and Human Intelligence in Student SuccessRead More...
Stanford Social Innovation Review The Case for Causal AI
Stanford Social Innovation Review The Case for Causal AIRead More...