资讯

In Conversation With Ramakrishnan Sathyavageeswaran: Scaling Machine Learning Excellence in ...

The landscape of machine learning engineering has evolved dramatically over the past decade, with organizations increasingly demanding scalable, production-ready solutions that deliver measurable ...
International Monetary Fund3 年

Nowcasting GDP - A Scalable Approach Using DFM, Machine Learning and Novel Data, Applied to ...

Download PDF More Formats on IMF eLibrary Order a Print Copy Create Citation This paper describes recent work to strengthen nowcasting capacity at the IMF’s European department. It motivates and ...
International Monetary Fund2 年

Surrogate Data Models: Interpreting Large-scale Machine Learning Crisis Prediction Models

Download PDF More Formats on IMF eLibrary Order a Print Copy Create Citation Machine learning models are becoming increasingly important in the prediction of economic crises. The models, however, use ...
USA Today9月

Building Large-Scale Machine Learning/AI Systems with Niloy Gupta

Machine Learning (ML) and Artificial Intelligence (AI) have become essential technologies across industries, automating tasks at a speed and scale far beyond human capabilities. However, building ...
pv magazine International1 年

Machine learning for predictive maintenance in large-scale PV plants

Scientists from Malaysia and Thailand have developed a novel machine-learning model for predicting the maintenance needs of large-scale solar PV plants. According to a recently published scientific ...
MIT Technology Review2 年

Scaling MLOps for the enterprise with multi-tenant systems

This is how multi-tenant systems are future-proofing MLOps. Provided byCapital One Multi-tenant systems are invaluable for modern, fast-paced businesses. These systems allow multiple users and teams ...