A survey of 23 machine learning (ML) practitioners across the U.K. and other parts of the world, conducted by King's College ...

In joint research with the University of Tokyo (UTokyo), the National Institute of Advanced Industrial Science and Technology ...

Unsurprisingly, we have observed tremendous interests and efforts in the application of machine learning (ML) to many data visualization problems, which are having success and leading to new ...

The What-If Tool lets practitioners test performance in hypothetical situations, analyze the importance of different data features, and visualize model behavior across multiple models and subsets of ...

Learn how to build your own GPT-style AI model with this step-by-step guide. Demystify large language models and unlock their ...

Key Takeaways The transition requires upskilling in Python, statistics, and machine learning.Practical experience with ...

Isolation Forest detects anomalies by isolating observations. It builds binary trees (called iTrees) by recursively ...

Building An Architecture For Scale Behind this operating model was a clear architectural vision. We developed a simplified, scalable ecosystem of digital products with well-defined interfaces.

Learn about data quality, model evaluation, model explainability, and model reliability aspects to consider when working with AI and machine learning models.

Data Formulator is an application from Microsoft Research that uses large language models to transform data, expediting the practice of data visualization. Data Formulator is an AI-powered tool for ...

Large language models (LLMs), such as the model underpinning the functioning of the well-known conversational platform ChatGPT, have proved to be very promising for summarizing and generating written ...