Pluralsightintermediateen

Datarobot MLOps - The Last Step from Data to Value

Deploy, monitor & manage machine learning models with DataRobot MLOps. Streamline collaboration between data science & IT ops for production ML.

18m
Certificate
Big Data LDN
Big Data LDNInstructor

Course Content

Datarobot MLOps - The Last Step from Data to Value is an intermediate-level Pluralsight course taught by Big Data LDN. It runs 18m, is taught in English, and includes a certificate of completion. It is a paid course, first published September 2023.

Are your AI projects gathering dust? A staggering 90%+ of AI models created by large enterprises never make it into production. This represents a huge waste of resources and a significant loss of potential value. With substantial investments in data science teams, ML platforms, and AI infrastructure, the number of undeployed AI projects is skyrocketing, leading to missed opportunities and growing risks.

The challenge lies in bridging the gap between data science innovation and real-world impact. Many projects fail to deliver the expected business value and introduce new vulnerabilities.

DataRobot MLOps provides the solution. It empowers data science and IT operations teams to collaborate effectively, streamlining the entire machine learning model lifecycle – from deployment to governance.

Here's how DataRobot MLOps helps data scientists:

  • Accelerated Deployment: Deploy your machine learning models in hours, not months. Reduce time-to-value and get your AI solutions into production faster.
  • Proactive Monitoring: Continuously monitor the health of your ML models to identify and address potential issues before they impact business outcomes.
  • Efficient Model Updates: Make confident and trusted model updates with streamlined processes, ensuring accuracy and reliability.
  • Robust ML Governance: Implement ML governance best practices to ensure compliance, transparency, and responsible AI development.

Stop letting your AI investments sit idle. Unlock the full potential of your machine learning models with MLOps and DataRobot. Transform your data science initiatives into tangible business results.

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