RT10 MACHINE LEARNING

Headline:

Training focused on overview of important terms and methods in the field of data mining and machine learning. Analytical part provides participants an opportunity to experience RapidMiner and AutoMl software applications for practicing machine learning methods over given datasets.

Description:

ROI EFESO remote training is primarily based on interactive and learning by doing approach, where participants are not bombarded with tons of theoretical material and slides, but are rather engaged into training process through the utilization of modern technologies in form of multi participant conferencing platforms, live group surveys, break-out sessions for smaller groups, etc. Though most importantly ROI EFESO remote trainings provide participants a unique opportunity to be virtually present on the shop floor of Lean IoT FAB and be part of the training as if they were physically standing at the training station.

Session 1:

• Brief introduction to Data Mining, Machine learning, Deep Learning, Artificial Intelligence
• Machine learning data flow principles and overview of key algorithms
• Supervised and nonsupervised machine learning

Session 2:

• Data preparation
• Single- and multi-label datasets
• Decision tree analysis for complex datasets
• Role of prediction in IoT Maturity pyramid

Time estimate:

2 X 1HOUR