Introduction to Urban Mobility data analysis
COURSE DESCRIPTION
Most data science tasks depend on a basic understanding of the characteristics of the underlying data. The course presents methods to create an initial high level qualitative model which can be used as input/driver for advanced data science methods or "machine learning as a service" offerings. We also give an overview on how to evaluate the resuls of such methods (e.g. variable importance, sensitivity analysis) and how to compare these results with the initial expectations to support domain validation.
WHY YOU SHOULD ATTEND
Get an insight of your data
Understand the potential and limitations of data analysis projects
Evaluate the quality of your data
Use your intuitions: Visualize!
Expectations: Define KPIs for your projects
Validate your results
WHAT THE COURSE COVERS
Basics of exploratory data analysis
How to understand your data?
Data profiling and basic understanding
Basics of exploratory data analysis
How to understand your data?
Data profiling and basic understanding
COURSE AGENDA
December 14: Workshop
(afternoon, 4pm to 6pm CET)
Data quality and evaluation
Basics of visual data exploration:
Ask your own questions!
FACULTY MEMBERS
László Gönczy
Budapest University of Technology and Economics
Prof. András Pataricza
Budapest University of Technology and Economics
András Földvári
Budapest University of Technology and Economics
📅 Dates
December 14, 2021
Duration
1 day
Location
Synchronous online
€ Course fee
1.200€ FREE thanks to EIT Urban Mobility financing
🇬🇧 Language
English
📜 Certificate
A digital certificate of participation will be delivered upon completion of the programme
📍Registration
👩💼 Contact
László Gönczy (gonczy.laszlo@vik.bme.hu)
Data driven approaches help business users to create solutions within a couple of days.
In our company, millions of lines of data is being created each day, therefore we need novel approaches and technologies.
Interview with Ferenc Mezőhegyi (Magyar Közút Zrt-Hungarian utility for maintaining and developing road infrastructure)
PAST EDITIONS
📅 Dates
September 21, 2021
September 22, 2021
Duration
2 days
Location
Synchronous online
€ Course fee
1.200€ FREE thanks to EIT Urban Mobility financing
🇬🇧 Language
Hungarian
Day 1
Data quality and evaluation
Basics of visual data exploration:
Ask your own questions!
Day 2
Extract the knowledge: models based on data
Intelligent analysis- trends, patterns, outliers:
Get the answers!