A Review of Big Data and Machine Learning Operations in Official Statistics: MLOps and Feature Store Adoption

Author:

Ramos Nunes Carlos Eduardo1,Ashofteh Afshin1ORCID

Affiliation:

1. NOVA Information Management School (NOVA IMS), Nova University of Lisbon,Lisbon,Portugal

Publisher

IEEE

Reference33 articles.

1. Data science training for official statistics: A new scientific paradigm of information and knowledge development in national statistical systems

2. Erratum to: Improving official statistics in emerging markets using machine learning and mobile phone data

3. Predicting regional economic indices using big data of individual bank card transactions

4. Hidden technical debt in machine learning systems;Sculley;presented at the Advances in Neural Information Processing Systems,2015

5. Machine Learning Operations (MLOps): Overview, Definition, and Architecture;Kreuzberger;arXiv,2022

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