TDWI Articles

How MLOps Delivers Business Value

Machine learning projects too often get stuck in the lab. Bringing the discipline and efficiency of DevOps into AI/ML practices helps move your models to production with ease, even at scale and in real time, and manage and monitor them over time for optimal results.

3 Things to Know About Reinforcement Learning

How do you teach machine learning new tricks? These techniques gleaned from math frameworks, gaming, and human trial-and-error interactions can help guide your AI model training.

Data Digest: Using AI/ML to Improve Outcomes

How companies are using AI to cope with COVID-19 and improve business decisions, plus how AI applications are different from AI research.

Be (More) Wrong Faster -- Dumbing Down Artificial Intelligence with Bad Data

AI’s benefits will be severely diminished if it’s hampered by poor quality data.

Data Digest: AI and Predictive Analytics for Retail

Using AI to manage COVID-19 risks and applying predictive models for multiple kinds of retail.

How Data Catalogs Expand Discovery and Improve Governance

AI and automation are making it easier for users to find the data they need.

Predictive Analytics in the Real World: Utilities and the Pandemic

Using predictive analytics can help utilities safeguard revenues and protect at-risk customers.

Data Digest: IoT and AI Applications in Healthcare

Using wearable health data for insurance, AI in medical devices, and IoT sensors in hospitals.

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