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COURSES

Discover all the courses the EUHubs4Data members can offer to your organization.

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Course Topic

Advanced Computing
Artificial Intelligence
Big Data infrastructure and technologies
Big Data systems organization and engineering
Continuous Learning
Data Analytics
Data and Applications security
Data Driven Business Models
Data Mining
Data Science
Data Science/Big Data application design
Deep Learning
Deep Reinforcement Learning
Explainable AI
Hybrid Modelling
Information Systems
Infrastructure and platforms for Data Science
JupyterHub based notebooks
Machine learning
Modeling simulation and optimization
Natural Language Processing
Predictive analytics
Privacy-Preserving Analytics
Recommender Systems
Security
Statistical methods and data analysis
Text Mining
Visualisation

Course Subtopic

Big data analytics
Big Data infrastructure and technologies
Big Data systems organization and engineering
Business Model Innovation
Cloud Computing technologies for BD and DA
Data and Applications security
Data driven business
Data Science/Big Data application design
Deep Learning
Deep learning on time series
Ethics
Information Security
Information Systems
Infrastructure and platforms for Data Science
Lightweight standard for ITSM
Machine learning
Modeling, simulation and optimization
Personalized visualization and user interfaces
Predictive analytics
Quantum Computing
Statistical methods and data analysis
Theory-Driven Data Science
Visualisation

Purpose

dissemination
educational
practical
technical
workshop

Target Audience

Any
Content adapted to audience
Data Analyst
Data Engineer
Data Scientist
Industry
Manager
Mid-manager
Open for everybody
Open to everybody who is interested in the session topics and wants to gain deeper insights
Open to everybody who is interested in the session topics and wants to gain deeper insights, no background in cryptography or quantum mechanics is needed.
People interested in data science (researchers, practitioners, …)
People who are interested in the topic, especially people with an industrial background (all domains)
People who are interested in the topic, researchers and practitioners
Professional Data Handling/Management
Professional Data Science
Professional databases
Researchers
Researchers from manufacturing or pharmaceutical industry
Sofware developer
Student
Supply Chain Managers, Strategic Sourcing / Globaler Einkauf, C-Level Executives
System administrator
Tech
Top-management

Sectors Targeted

Any
Business
Education
Life Science
Multiple - 15 min short courses
Multiple - tailored to customer needs
Tailored for the customer

Final examination Certification

Attendance Certificate
Certificate
No
Yes

Live or online

both
Live
online

COUNTRY

Austria
Croatia
Czech Republic
France
Germany
Greece
Ireland
Italy
Latvia
Netherlands
Norway
Poland
Portugal
Romania
Slovakia
Slovenia
Spain
Sweden
United Kingdom

Course Features

Hands-on
Lecture
Lecture and Hands-on
self-paced

Materials Format

dynamic exercises
Jupyter Notebooks
learning by doing
Pdfs
Scripts
Slides
Slides, practical exercises
videos
workshops

Language

English
French
German
Portuguese
Slovene
Spanish

Technologies Used

AI
Applied software
DL Libraries
Hadoop
Hive
HPC cluster
IIoT
IoT
none
Numpy
PC
Python
Spark

Programming Language

none
Python
R
TensorFlow

Done or planned

Done
Planned

Programming Lang 2

none
Python
R
TensorFlow

Libraries

Dash
Keras
Matplotlib
NumPy
Pandas
Plotly
PyTorch
Scikit-learn
Scipy
Seaborn
Statsmodels
TensorFlow

Platform

Anaconda
Apache Atlas
Apache Cassandra
Apache Hadoop
Apache Hive
Apache Ranger
Apache Spark
Arduino
Docker
HPC
Jupyter Notebook
Keras
Kubernetes
MongoDB
MySQL
Open Stack
OracleDB
Orange
PostgreSQL

Topics

Anomaly detection
Architectures
Artificial Intelligence
Big Data
Big Data Analytics as a Service
Big Data Infrastructure and Technologies
Blockchain
Business Intelligence
Cloud Computing for BD and DA
Communications
Computer Vision
Continuous Learning
Cyber Security
Data Analysis
Data Analytics
Data and applications security
data availability
Data Driven Business Models
data integrity
Data Management
Data Mining
Data Privacy
Data Science
data security
data usability
Data Visualisation
Deep Learning
Deep Reinforcement Learning
Digital Twins
Explainable AI
Exploratory Data Analytics
Forecasting
Graph data analytics
Hybrid Modelling
industrial communication protocols
Industrial Internet of Things (IIoT)
Industry 4.0
Information system
Infrastructure and platforms for data science
IoT Communication Protocols
IoT Platforms
Machine Learning
Modeling simulation and optimization
Natural Language Processing
Neural Networks
Predictive analytics
Privacy-Preserving Analytics
Protocols
Recommender Systems
Sentiment analysis
Statistical methods
Text mining
Time Series Analytics

Case Domain

Agri-food
Agriculture
Architecture
Automotive
Culture
Cyber Security
Education
Energy and sustainability
Engineering
Finance
Fintech
Food
Health Care / Healthcare
Humar Resources
Industrial companies
Insurance
Internet of Things (IoT)
IT
Journalism and communication
Language
Manufacturing
Marketing
Media
Mining
Professional services
Public service
Shipping
Smart City
Supply Chain
Tourism
Transportation and Mobility
Utilities

Trainer

CeADAR
Cineca
DSME
EGI.eu
Eurecat
IMT
ITA
ITI
KIT / TECO
KNOW
UL

MEMBERS

4PDIH
ahedd
AIR4S
Algebra LAB
Aragón DIH
Belgrade Data Innovation Hub
BigData CoE Barcelona
CeADAR
CIH
CINECA
DIH TECHNICOM
DIH4AISec
DIHGIGAL
Ecipa Hub
EGI Federation
EPCC
GEMINI Big Data Center
ICE Datacenter at RISE
IsZEB DIH - nZEB Smart Home
ITI Data Cycle Hub
Know-Center
Latvian Digital Innovation Hub
Linz Center of Mechatronics GmbH
Plan4all
PRODUTECH DIH
PSNC/HPC4 Poland
SDIL Smart Data Innovation Lab
Smart Connected Supplier Network
TeraLab IMT
Transilvania Digital Innovation Hub

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