Essays about: "Machine Learning Operations MLOps"

Found 2 essays containing the words Machine Learning Operations MLOps.

1. 1. Investigate the challenges and opportunities of MLOps

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Ting Chun Yau; [2023]
   Keywords : Machine Learning Operations MLOps ; Continuous Integration; Continuous Delivery; Pipeline Automation; MLOps; Kontinuerlig integration; Kontinuerlig leverans; Pipeline Automation;

   Abstract : MLOps is becoming a widespread practice in modern machine learning and data science. The word ”MLOps” combines machine learning technology and business operation process. Many business companies are applying machine learning techniques to improve their business targets and increase their profits. READ MORE

3. 2. An Empirical Study on AI Workflow Automation for Positioning

   University essay from Linköpings universitet/Programvara och system

   Author : Hannes Jämtner; Stefan Brynielsson; [2022]
   Keywords : MLOps; ML; AI; Machine Learning; Artificial Intelligence; Radio Antenna Positioning; MLOps Maturity Levels; Radio Access Network; RAN; Kubeflow; KServe; DVC; Data Version Control; MinIO; Kubernetes; Kind; Docker;

   Abstract : The maturing capabilities of Artificial Intelligence (AI) and Machine Learning (ML) have resulted in increased attention in research and development on adopting AI and ML in 5G and future networks. With the increased maturity, the usage of AI/ML models in production is becoming more widespread, and maintaining these systems is more complex and likely to incur technical debt when compared to standard software. READ MORE