Product and Process Improvement Using Machine Learning Techniques

Machine learning techniques are a new class of tools that are more powerful than traditional tools but still not widely used. When applied to equipment, process and test data, they can help uncover the complex causes of yield and process problems.

These tools are no longer the exclusive province of data scientists. With TIBCO Spotfire, they can be rapidly deployed to all engineers.

This white paper shows how manufacturers today are using Gradient Boosting Machines to gain a detailed understanding of how processes interact to affect product characteristics.