TDWI Articles

Mastering AI Quality: Strategies for CDOs and Tech Leaders

AI/ML’s opaque processes challenge data quality and decision-making, emphasizing the need for understanding and control.

Data Digest: Using Generative AI and Training ML

Leaders looking for concrete applications for generative AI, preparing for AI governance, and labeling data for effective machine learning.

Picking an AI Vendor: Look for Indemnification and Experience

AI is full of promise, but also pitfalls. Heed this advice about AI indemnification and training data set best practices to help keep your enterprise and your career safe.

In the Know on Generative AI with Fern Halper

Fern Halper, TDWI’s vice president and senior director of research for advanced analytics, breaks down some of the key terms and concepts involved in today’s generative AI movement.

When Preparing Data for Machine Learning, Avoid These Common Mistakes

Follow these tips to ensure your machine learning training data is the best it can be.

Vector Databases and What They Mean to Generative AI

James Kobielus, TDWI’s senior director of research for data management, discusses the importance of vector databases to recent innovations in generative AI.

The Secret of Protecting Society Against AI: More AI?

As with many societal breakthroughs, there is a dark side to the upcoming AI revolution. It will fall to analytics professionals to help manage the resulting cybersecurity risks and their secret weapon will be more AI.

Data Digest: Governing and Managing AI

The importance of governing generative AI and perspectives on the technology’s rapid adoption.

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