Over the last couple of decades, those looking for a cluster management platform faced no shortage of choices. However, large-scale clusters are being aske... (more…)

Crowdsourcing provides a scalable and efficient way to construct labeled datasets for training machine learning systems. However, creating comprehensive label guidelines for crowdworkers is often prohibitive even for seemingly simple concepts. Incomplete ... (more…)

Apache Spark has rapidly become one of the most exciting technologies for big data analytics and machine learning. Spark is a general data processing engine created for use in clustered computing environments. Its heart is the Resilient Distributed Datase... (more…)

♾️ CML - Continuous Machine Learning | CI/CD for ML - iterative/cml... (more…)

Can you predict the levels of smog in your city using machine learning? We gave it a try by building an app. The results were surprising. (more…)