CANCELED
| Start date: | 06 Sep 2023, 10:00 (CEST) | Entry level: | Basic | |
| End date: | 06 Sep 2023, 16:00 (CEST) | Subject area: | Machine learning | |
| Location: | ONLINE (Zoom) | Topics: | Data analysis and preparation | |
| Language: | English | Target audience: | SMEs/industry, but everyone is welcome | |
| Price: | 120 € (including VAT) | Organizers: | VSC & EuroCC Austria & EIT |
Overview
The one-day Data Analysis and Data Preparation for Machine Learning online course aims at professionals from all domains, who would like to get a handle on their data. It shows the participant how to get a sense of the look and feel of their data, how to visualize it and clean it up where necessary. In addition, this course shows participants how to get the data in a suitable shape before feeding it into Machine Learning (ML) algorithms further down the line. Please note that this course will not teach ML methods, as there are follow-up courses for these topics.
Agenda & Content
See Agenda & Content in the left menu for a detailed timetable and course content.
Entry level
Basic
Prerequisites
The participants are expected to have at least basic programming skills in Python.
Target audience
This course is developed mainly for SMEs/industry, but everyone is welcome.
This online training is created for all engineering disciplines with some programming experience as well as professionals who would like to make use of the tons of data that are being collected, such as:
- Marketing professionals with programming experience
- Professionals in quality management with programming experience
- Professionals in machine maintenance with programming experience
Course format
This course will be delivered as a LIVE ONLINE COURSE (using Zoom).
Hands-on labs
The programming language of choice is Python and participants will get to know libraries such as NumPy, Pandas, Scikit-Learn, Matplotlib and Dask.
The content is delivered with Jupyter notebooks on Google Colab, so participants should have a Google account in order to be able to participate fully.
Lecturer
Simeon Harrison (VSC Research Center, TU Wien and EuroCC Austria)
Language
English
Date, time, and location – CANCELED
06.09.2023, 10:00 – 16:00 CEST, LIVE ONLINE COURSE (using Zoom)
Prices and eligibility
Price for the full course with certificate of attendance: 120 € (including VAT)
Registration
Registration and payments for this course are handled by our partner EIT Manufacturing CLC East:
Registration (EIT)
The participation links will be provided after the purchase and before the training.
The course material will be available for registered attendees at course start.
Organizers
This course is jointly organized by the VSC Research Center, TU Wien, EuroCC Austria, and EIT Manufacturing CLC East.
Acknowledgements
This course is partially funded by the EuroCC 2 project.
The project has received funding from the European High-Performance Computing Joint Undertaking (JU) under grant agreement No 101101903. The JU receives support from the Digital Europe Programme and Austria, Belgium, Bulgaria, Croatia, Cyprus, Czech Republic, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Iceland, Ireland, Italy, Latvia, Lithuania, Luxembourg, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Serbia, Slovakia, Slovenia, Spain, Sweden, and Türkiye.
Additional funding for the project comes from the Austrian federal ministries BMBWF and BMK.
