Deep Learning Model Serving
- Feature re-engineering
- Monitoring
- Model re-training
- Dynamic reconfiguration of architecture
- Feature consistency
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The GenAI Insights Hub offers partners access to CDL’s expertise in the latest GenAI advances, translating cutting-edge technologies into advice and materials tailored to their business needs. Learn how CDL tools and advice can help your organization meet its goals in the GenAI space.
The Center for Deep Learning’s (CDL) mission is to act as a resource for companies seeking to establish or improve access to artificial intelligence (AI) by providing technical capacity and expertise, allowing the center’s members to achieve proof of concept or deployment.
Become a Member
The center’s faculty seeks active engagement toward building a robust, comprehensive, and scalable solution for an end-to-end deep learning training and model-serving architecture.
Your membership funds the development of open-source software produced with member input. It also provides you high visibility with Northwestern students and access to faculty for closed-source projects.
Our work includes, but is not limited to: model serving for deep learning, model architecture re-design, hyperparameter tuning during model serving, explainability, continuous model monitoring, and prediction or scoring confidence. Explore details below.
Thank you to our current members
Sponsors of the Northwestern University Center for Deep Learning are excited about helping to define the future of deep learning and AI technologies. Sponsors also gain access to top Northwestern researchers, student interns and graduates, and more.