InfoQ Homepage Predictive Analytics Content on InfoQ
Articles
RSS Feed-
/articles/human-pose-estimation-ai-powered-fitness-apps/en/smallimage/human-pose-estimation-ai-powered-fitness-apps-s-1602698421552.jpeg)
Challenges of Human Pose Estimation in AI-Powered Fitness Apps
In this article, the author discusses the human pose estimation solution powered by AI technologies and the challenges faced in online fitness apps which use the pose estimation to predict the position of the human body based on an image or a video containing a person.
-
/articles/logistic-regression-model-with-delta-p-statistics/en/smallimage/LOGISTIC-s-1597871025084.jpg)
Easy Interpretation of a Logistic Regression Model with Delta-p Statistics
Delta-p statistics is an easier means of communicating results to a non-technical audience than the plain coefficients of a logistic regression model. In this article, authors Maarit Widmann and Alfredo Roccato discuss how to predict credit eligibility using the Delta-p statistics based solution.
-
/articles/challenges-of-data-preparation-for-predictive-maintenance/en/smallimage/spark-logo-s-1546543470140.jpeg)
Conquering the Challenges of Data Preparation for Predictive Maintenance
Predictive maintenance (PdM) applications aim to apply machine learning (ML) on IIoT datasets in order to reduce occupational hazards, machine downtime, and other costs. In this article, the author addresses some of the data preparation challenges faced by the industrial practitioners of ML and the solutions for data ingest and feature engineering related to PdM.
-
/articles/health-informatics-apache-spark-machine-learning/en/smallimage/logo-spark.jpg)
Health Informatics and Survival Prediction of Cancer with Apache Spark Machine Learning Library
In this article, author discusses the survival prediction of colorectal cancer as a multi-class classification problem and how to solve that problem using the Apache Spark's MLlib Java API.