Enterprises can now train custom AI models from production workflows — no ML team required

Empromptu's Alchemy Models turns enterprise AI application outputs into a fine-tuning pipeline, letting companies own custom ...

The New Foundation Model Ecosystem And The Video Data Gold Rush

The landscape for video training data and multimodal foundation models in 2026 is defined by a shift from quantity to highly ...
DATAQUEST

Data Scientist vs Machine Learning Engineer: Which career is better for you?

Compare Data Scientist vs Machine Learning Engineer roles in India 2026. Explore salary, skills, career paths, and find which AI career is best for you.
Frontiers

An explainable machine learning model predicts pediatric varicella encephalitis

Pediatric varicella encephalitis is a rare but serious complication of varicella, which has a significant impact on patient prognosis. Early clinical diagnosis is still challenging due to atypical ...
Microsoft

Deploying Microsoft Baseline Security Mode at Microsoft: Our virtuous learning cycle

We’re using Microsoft Baseline Security Mode internally at Microsoft to establish secure-by-default configurations, prioritize least-privilege principles for application identities, and deliver ...
marktechpost

Safely Deploying ML Models to Production: Four Controlled Strategies (A/B, Canary, Interleaved, Shadow Testing)

Deploying a new machine learning model to production is one of the most critical stages of the ML lifecycle. Even if a model performs well on validation and test datasets, directly replacing the ...
IEEE

Self-Adaptive Framework for Deploying Machine Learning Systems Without Ground-Truth Data During Operation

Abstract: In recent years, the practical application of machine learning technology has rapidly progressed, accelerating its adoption across various fields. In this context, studies into the effective ...
GEN

Machine-Learning-Assisted mAb Yield Improvement

Monoclonal antibody (mAb) manufacturing must continually improve to keep up with increasing demands. To do this, biomanufacturers can deploy machine learning tools to augment traditional process ...
GitHub

Dockerize and deploy machine learning model as REST API using Flask

A simple Flask application that can serve predictions machine learning model. Reads a pickled sklearn model into memory when the Flask app is started and returns predictions through the /predict ...