MLOps: powering the value of machine learning.





Ensuring the success of machine learning projects.




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ABOUT THE EBOOK

This ebook is a comprehensive guide to MLOps, a key discipline that guarantees the success of Machine Learning (ML) projects in organizations.


It uncovers the specific challenges in developing ML model-based solutions, highlighting the importance of integrating data scientist profiles and the collaboration between multidisciplinary teams. It will help you provide strategies and tools to implement MLOps effectively, dividing responsibilities, promoting iterative testing and ensuring agile and reliable processes in the development and deployment of ML models.


MLOps is an essential resource for improving business competitiveness by incorporating ML models in an organized approach, enabling continuous improvement and rapidly exploring new business opportunities.

Download now and optimize your Machine Learning strategy!


INDEX


1. Introduction


2. What is MLOps?


3. What challenges are addressed with the implementation of MLOps?


4. How to implement MLOps?


5. The benefits of MLOps: division of responsibilities



6. Other benefits of MLOps


7. Tools to implement MLOps


8. Conclusions

ABOUT US

We are Nubiral, a new generation of technological experts that leads the way towards innovation and digital transformation.


With more than 10 years in the market, +100 collaborators and global presence, we provide personalized solutions and professional services focused on Data & Innovation, DevOps & App Evolution and Hybrid Multi Cloud Monitoring & Intelligence to boost the evolution of our customers business. 


We signify that it is possible to create a better future through innovation and technology.