2-Day Machine Learning Workshop
Data Science is a cornerstone of any digitization endeavor and has a tremendous impact on all company divisions and business processes. Data Science is located between the different fields of “Application and Domain”, “Informatics”, and “Statistics”, and employs many different technologies and tools, ranging from Exploratory Data Analysis and Visualization, Machine Learning, Data Mining, to Big Data Analytics. Even though Data Science is a trend, experts are in short supply.
Together with Microsoft, Ateleris designed and executed a 3-day Machine Learning Workshop in R for Swiss International Air Lines AG, for experts from different divisions of the company. With hands-on exercises, the course participants learned about Machine Learning, its application, potentials and limitations (Ateleris, 2 days), and suitable deployment tools (Microsoft, 1 day).
- Overview and Introduction
- Introduction to Statistics
- Introduction to Machine Learning
- Unsupervised Learning
- Practical Machine Learning