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TDWI Upside - Where Data Means Business

Artificial Intelligence (AI) and Machine Learning

From Data to Decisions: How ModelOps Can Get You There Faster

ModelOps can help your enterprise cultivate a new way for data scientists and IT to work together and deliver faster, tangible business outcomes.

Data Digest: Using AI/ML in Hiring, Research, and Healthcare

Avoiding machine learning bias, improving machine learning documentation, and a case study for AI benefits in a hospital setting.

Self-Supervised Learning's Impact on AI and NLP

Although humans can learn from observing a few examples of a given task, ML algorithms cannot. They can, however, learn through self-supervised learning. We explain how self-supervised learning works.

Data Digest: Healthcare Advances with ML and AI

These articles explain recent advances in predicting zoonotic diseases, improving patient health, and targeting personalized care.

Data Digest: AI Innovation, ML Data Labeling, ML Security

Forces behind AI developments, techniques for labeling data for machine learning, and how to use ML for security.

Data Digest: Discoveries in Computing Architecture, Neural Networks, and Meteor Detection

A new molecule to power ultra-fast computing, methods for improving neural networks, and using machine learning to detect and study meteors.

Using Machine Learning for Automatic Database Tuning

Can ML help database administrators improve the performance of the systems they oversee? We asked Andy Pavlo about his research at Carnegie Mellon University and the future of automated tools.

Data Digest: Machine Learning Fundamentals, Bias Detection, Data Quality Improvement

The basics that everyone interested in machine learning should know, how ML may be used to detect bias, and advice for improving data quality.

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