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 solutions for an end-to-end deep learning training, model-serving architecture, and data streaming with Internet of Things (IoT) use cases. This includes but is not limited to:
· drift detection
· auto feature engineering and model architecture for data streaming
· model serving for deep learning
· hyperparameter tuning during model serving
· explainability, bias and fairness detection
· continuous model monitoring
· prediction or scoring confidence
CDL also offers narrower initiatives catering to select clusters of companies with similar needs, for example anomaly detection for streaming data, reinforcement learning in industrial applications, and zero shot learning in generative AI.
If potential CDL partner companies, or members, are either at the beginning of deep learning or data streaming capability assessment, or already have multiple machine learning models in production, the solutions will facilitate crossing the chasm from proof-of-concept to production democratization.
Company Details
- Employees
- 1
- Address
- Evanston, Illinois 60208, Us
- Industry
- Higher Education
- NAICS
-
Colleges, Universities, and Professional Schools
- HQ
- Evanston, Illinois
- Competitors
- iQuanti, Uber, Citi, Greater Chicago Food Depository, Zip, TransUnion.
Northwestern University Center For Deep Learning Questions
Northwestern University Center For Deep Learning's website is https://www.mccormick.northwestern.edu/research/deep-learning/
Northwestern University Center For Deep Learning's LinkedIn profile is https://www.linkedin.com/company/northwestern-university-center-for-deep-learning
Northwestern University Center For Deep Learning has
1 employees.
View email and phone details for 1
employees at Northwestern University Center For Deep Learning.
Northwestern University Center For Deep Learning's industry is
Higher Education
Northwestern University Center For Deep Learning's top competitors are
Iquanti,
Uber,
Citi,
Greater Chicago Food Depository,
Zip,
Transunion.
Northwestern University Center For Deep Learning's categories are Higher Education
