This module covers main aspects of Big Data and AI in manufacturing processes, beginning from machin-ing operations and ending with production.
The module on “Big data, Machine learning and Sensors” covers main aspects of Big Data (BD) and AI in manufacturing processes, beginning from machining operations and ending with production quality control and production costs analysis. The module includes the brief introduction to machining operations, more detailed consideration of machining dynamics and its influence on the process and production quality, monitoring the process parameters, sensors and data acquisition systems. A particular attention is given to Big Data analytics, data processing and data organization, development of Machine Learning (ML) algorithms and their implementation in manufacturing processes.
The module is a mixture of self-study, webinars, and cross-company exercises.
To complete this module, the participant is expected to schedule approximately 4 hours per week over 5 weeks (20 hours in total).
Please note that a minimum of 10 participants is required for the module to start.
After applying to the program, please secure dates in your calendar to be able to join planned webinars and assure time available required for learning.