3-Day Machine Learning Workshop
Together with Microsoft (Schweiz) AG, Ateleris designed and ran a three-day technology workshop on machine learning for a diverse audience.
Swiss International Airlines is the major Swiss airline company operating in Europe, North America, South America, Africa, and Asia.
Data Science is a cornerstone of any digitization endeavor and has a tremendous impact on all company departments and business processes. Data Science is located between the different fields of application and domain, informatics, and statistics. It employs various 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 (Schweiz) AG, Ateleris designed and executed a 3-day Machine Learning Workshop in R for Swiss International Air Lines AG, for experts from different company departments. With hands-on exercises, the course participants learned about Machine Learning, its applications, potentials, limitations (Ateleris, two days), and suitable deployment tools (Microsoft, one day).
Day 1
- Overview and Introduction
- Introduction to Statistics
- Introduction to Machine Learning
- Classification
Day 2
- Regression
- Unsupervised Learning
- Practical Machine Learning
Key Technologies/Terms
- Workshop design and execution for a diverse audience
- Statistics
- Machine learning
- Mathematical modelling
- R, Python, IPython Notebook
Swiss International Airlines is the major Swiss airline company operating in Europe, North America, South America, Africa, and Asia.
“Great course and excellent explanations of models whose names I’d heard before, but had always been a bit of a mystery to me.”
Workshop Participant
“The teaching staff was amicable and willing to make the course interactive. They were encouraging the participants to be active!”
Workshop Participant
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