Teach Machine Learning with Excel

Yumin Zhang
2020 ASEE Virtual Annual Conference Content Access Proceedings   unpublished
In the fourth industrial revolution, data becomes as important as energy and materials. The major tool to deal with the huge amount of data is machine learning, which can analyze audio and visual information effectively. The fundamentals of machine learning were introduced to Engineering Physics students in a one-credit introductory course. Since many concepts in machine learning are related to physics and engineering, the students have no trouble understanding the principles. In order to avoid
more » ... the challenges of programming, Excel was used to demonstrate the training processes.
doi:10.18260/1-2--35268 fatcat:tzmygoqgp5fmxf5jwygpuwkgvu