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
The Last Mile to AI ROI
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.
hile you have hired top-notch data scientists to build models and invested in data science tools, your AI projects still may not be getting off the ground. Research shows that the share of AI models deemed “production worthy” but never put into production is anywhere between 50 and 90%. Do you see yourself on that spectrum? So, what are leaders and teams actually missing? What can they do to finally gain value out of AI?
The last mile for AI initiative success is the deployment and management of models in production that require new practices, skills, and technologies. This emerging area is called Machine Learning Operations, or MLOps, also referred to as ModelOps by leading analyst firms.
MLOps solves precisely for this challenge by bridging the gap between data and IT Ops teams, providing the capabilities that both teams need to work together to deploy, monitor, manage, and govern machine learning models in production. In this webinar, we provide insights into what MLOps is and how any organization can adopt it to finally derive value from machine learning projects.
During this session, you will learn:
- How to eliminate AI-related risks by adopting MLOps best practices
- The inherent challenges of production model deployment and how to overcome them
- Model monitoring best practices
- What production lifecycle management is and why it matters
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.