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Center for Deep Learning (CDL)

The Center for Deep Learning’s 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.

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. This includes but is not limited to:

      •  model serving for deep learning
      •  model architecture re-design
      •  hyperparameter tuning during model serving
      •  explainability
      •  continuous model monitoring
      •  prediction or scoring confidence

If potential CDL partner companies, or members, are either at the beginning of deep learning capability assessment, or already have multiple deep learning models in production, the model serving solution will facilitate crossing the chasm from proof-of-concept to production democratization.

Collaborative research partnership opportunities include:

      •  optimization
      •  natural language processing (NLP)
      •  Internet of Things (IoT)
      •  marketing and customer intelligence
      •  computer vision
      •  bioinformatics

Membership in CDL funds the development of open-source software, with input from members. It also provides members with high visibility with Northwestern students and gives members access to faculty for closed-source projects.

 

Learn more about the center at:

www.mccormick.northwestern.edu/research/deep-learning/Learn more about the Centerat: 

The Deep Learning Model serving (DELOS) system

The Center for Deep Learning (CDL) is developing a serving system to address the needs of deep learning models.

We are looking for parties interested in participating, influencing, and benefiting from DELOS by means of becoming a member of CDL.

Learn more about the DELOS model serving project



Sponsors

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. Contact us to learn more.

Thank you to our current Members: