ATARC
The Advanced Technology Academic Research Center (ATARC) is a 501(c)(3) non-profit organization that provides a collaborative forum for government, academia and industry to resolve emerging
Accelerating AI Adoption with Machine Learning Operations (MLOps)
On Demand
Presented by:
DataRobot
DataRobot is the leader in enterprise AI, delivering trusted AI technology and ROI enablement services to global enterprises. DataRobot’s enterprise AI platform democratizes data science with end-to-end automation for building, deploying, and managing machine learning models.
Massive investments in data science teams and machine learning platforms have yet to yield results for most companies. The last mile for AI project success is the deployment and management of models in production requiring new technology and practices. This new area is called Machine Learning Operations or MLOps.
In this latest session, you will get an overview of MLOps and discover the issues, capabilities, and best practices required for successful and sustained deployment of machine learning in production, including:
- The challenges of production model deployment – and how to overcome them
- Best practices to avoid production model monitoring pitfalls
- How to maintain high-performing models using production lifecycle management
- Mastering production model governance to minimize risk and ensure regulatory compliance
Featured Presenters
Supported By
Blue Prism
As the leading provider of Intelligent Automation, Blue Prism Government Solutions (BPGS) helps the intelligence community accelerate their data centric mission
Carahsoft
Carahsoft is a trusted Government IT Solutions Provider working with reseller partners, system integrators, and manufacturers to proving leading IT solutions to government markets.
ClearML
Allegro AI makes ML and DL researchers more effective by giving them tools to manage their own experiments and data. The company’s open source ClearML
Comet
Comet provides a self-hosted and cloud-based MLOps solution that enables data scientists and teams to track, compare, explain and optimize experiments and models.
DataRobot
DataRobot is the leader in enterprise AI, delivering trusted AI technology and ROI enablement services to global enterprises. DataRobot’s enterprise AI platform democratizes data science with end-to-end automation for building, deploying, and managing machine learning models.
Datatron
Production AI Model Management at Scale
Automate the standardized deployment, monitoring, governance, and validation of all your models to be developed in any environment. A single, production-grade environment for all your SAS, R, Machine Learning, and Regression model needs
Modzy
Modzy is the secure ModelOps platform that enables AI at enterprise scale. Modzy solves last mile challenges with deploying, managing, monitoring and securing AI models in production systems, allowing teams to start seeing the real value of AI.
Pactera Edge
Pactera EDGE is a global digital and technology services company. We design, build and optimize human-centric intelligent digital platforms.
Veritone
Transform audio, video, and other data sources into actionable intelligence with Veritone’s aiWARE.
Zorroa
Zorroa’s no-code ML integration platform makes process automations with machine learning APIs from GCP, AWS, and Azure accessible in under an hour. Its platform enables media technologists to stand up rapid-cycle experiments and scale their ML projects without code, data prep, or vendor lock-in.