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Infra360 Solutions is a cloud-native consultancy company that focuses on providing Digital Transformation solutions to businesses, enabling them to fully exploit AWS cloud potentials and native features, while at the same time attaining maturity and adopting an optimal Cloud Operating Model. It is of great importance to have a well-versed partner in establishing a DevOps strategy, not only from the technology aspect but also from the organisational and business aspects.
As you move from running individual artificial intelligence and machine learning (AI/ML) projects to using AI/ML to transform your business at scale, the discipline of ML Operations (MLOps) can help. MLOps accounts for the unique aspects of AI/ML projects in project management, CI/CD, and quality assurance, helping you improve delivery time, reduce defects, and make data science more productive. MLOps refers to a methodology that is built on applying DevOps practices to machine learning workloads.
1. Organizations that are just getting started (<1-5 models in production) 2. Organizations that are attempting to create processes for machine learning in production 3. Mature organizations that have processes for updating models in production.
Project management
Communication and collaboration
Everything is code
CI/CD
Monitoring and logging
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