Title: P3: MLOps good blogs [2023-12-21 Thu]
- Model Complexity - should suit the data complexity
- Resorce Demand
Success Criterias of ML Application:
- Business: purpose and criteria, e.g. failure rate less than 3 #mlops #ml #machinelearning #mlops #crisp
Title: P1: MLOps good blogs [2023-12-21 Thu]
development of Machine Learning applications with Quality assurance
methodology. https://arxiv.org/pdf/2003.05155.pdf
Paper about the methodology of sixth phases that covers
state-of-the-art approaches for monitoring and maintenance of a
machine learning applications. (from Mercedes-Benz AG and German
universitetes mainly)
This paper is Very close to CRISP-DM, which focuses on data mining and #mlops #ml #machinelearning #mlops #crisp
Title: P0: MLOps good blogs [2023-12-21 Thu]
I was preparing for MLOps and ML Engineer interview and found good blogs: π€
- Krystian Safjan's - Data Scientist | Researcher | Team Leader https://safjan.com/mlops-certifications-a-comprehensive-guide/#mlops-certifications-a-comprehensive-guide
- Emma Benjaminson - Mechanical Engineering Graduate Student https://sassafras13.github.io/
I found CRISP-ML(Q) 2021 - Cross-Industry Standard Process for the #mlops #mlops #ml #machinelearning #mlops #crisp
Title: P3: MLOps good blogs [2023-12-21 Thu]
- Model Complexity - should suit the data complexity
- Resorce Demand
Success Criterias of ML Application:
- Business: purpose and criteria, e.g. failure rate less than 3 #mlops #ml #machinelearning #mlops #crisp
Title: P1: MLOps good blogs [2023-12-21 Thu]
development of Machine Learning applications with Quality assurance
methodology. https://arxiv.org/pdf/2003.05155.pdf
Paper about the methodology of sixth phases that covers
state-of-the-art approaches for monitoring and maintenance of a
machine learning applications. (from Mercedes-Benz AG and German
universitetes mainly)
This paper is Very close to CRISP-DM, which focuses on data mining and #mlops #ml #machinelearning #mlops #crisp
Title: P0: MLOps good blogs [2023-12-21 Thu]
I was preparing for MLOps and ML Engineer interview and found good blogs: π€
- Krystian Safjan's - Data Scientist | Researcher | Team Leader https://safjan.com/mlops-certifications-a-comprehensive-guide/#mlops-certifications-a-comprehensive-guide
- Emma Benjaminson - Mechanical Engineering Graduate Student https://sassafras13.github.io/
I found CRISP-ML(Q) 2021 - Cross-Industry Standard Process for the #mlops #mlops #ml #machinelearning #mlops #crisp
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