ML Systems Design and Architect
High performance End to End Projects
Focus on the ability to operationalize the models in production, monitor, and gain insights into ML systems to deliver business value and to continually improve supporting processes and procedures.
Focuses on the ability to protect information, systems, and assets (data) while delivering business value through risk assessments and mitigation strategies.
Focuses on the ability of a system to recover from infrastructure or service disruptions, dynamically acquire computing resources to meet demand, and mitigate disruptions such as misconfigurations or transient network issues.
Focuses on the efficient use of computing resources to meet requirements and how to maintain that efficiency as demand changes and technologies evolve.
Focus on the ability to build and operate cost-aware ML systems that achieve business to maximize its return-on-investment.
Allocation plan considers the available financial, manual, and machine resources.
