Why marketing mix modeling is still hard to get right

Open-source tools have made MMM more accessible, but reliable results still depend on clean data, thoughtful modeling, and ...
IEEE

Why Do Machine Learning Notebooks Crash? An Empirical Study on Public Python Jupyter Notebooks

Abstract: Jupyter notebooks have become central in data science, integrating code, text and output in a flexible environment. With the rise of machine learning (ML), notebooks are increasingly used ...
International News Media Association

AI doesn’t want your Web site

Machines need something different from a Web site than humans do, and news brands need to plan their Web content accordingly.
CNET

Google's Learn About AI Experiment Feels Like a Slimmed-Down NotebookLM

Google offers up a ton of AI tools, and if you're trying to learn more about something or study, NotebookLM might be your ...
Journal of Medical Internet Research

Prediction of Moderate-to-Severe Sepsis-Associated Acute Kidney Injury Using a Dual-Timepoint Machine Learning Model: Development, Multiregional Validation, and Clinical ...

Based on clinical data from the first 24 hours of ICU admission, we used a two-stage feature selection process combining light gradient boosting machine (LightGBM) and Shapley additive explanation ...
IEEE

NeuroLearn: An Emotion-Adaptive E-Learning Platform Using AI-Powered Sentiment Analysis for Personalized Education

Abstract: The ability to recognize emotions has become essential to the development of intelligent tutoring systems, as it allows for the customization of content delivery according to the affective ...