How Does Data Science Revolutionize the World of Machines?

Explore how data science revolutionizes the world of machines in this 29-minute conference talk by Victoriya Kalmanovich at NDC Conferences. Dive into the concept of predictive maintenance and its role in optimizing machine life cycles. Learn how this innovative approach tracks each machine's unique lifecycle, moving beyond generalized maintenance techniques. Discover how predictive maintenance provides crucial information on upcoming, unknown, or unpredicted critical failures, creating a more effective and innovative environment. Understand the transformative impact of applying data science to solve mechanical issues, including changes in data collection approaches, enhanced data quality, and improved utilization of collected data. Gain insights into bridging traditional methods with future opportunities in a world increasingly dominated by machines.