How Caterpillar Links Data and Expertise to Predict Repairs

YouTube·Data Science

Discover how Caterpillar, a century-old company, leverages domain knowledge and data to develop modern analytics that benefit the enterprise, its dealership network, and customers. Learn from Senior Data Scientist Davide Gerbaudo as he explains the process of classifying and predicting repair events for heavy equipment. Gain insights into combining traditional expertise with cutting-edge data science techniques to create value in the heavy equipment industry. Explore the intersection of data science and heavy machinery maintenance, and understand how Caterpillar's approach enhances predictive maintenance strategies.