Database management systems are a fundamental tool to store and analyze data in countless domains, empowering business intelligence as well as descriptive, predictive, and prescriptive analytics tasks. Choosing the right database technology is not trivial since, due to the intrinsic heterogeneous nature of information, different approaches must be followed to handle structured,...
In this course we will cover the basic concepts about machine learning with a theoretical and practical approach. Specifically, we will learn the concept of Machine Learning and Supervised Learning, a couple of classifiers (kNN and SVM) and how to evaluate them. Finally, we will learn how to create them in Python.
Objectives
- Comprehensive overview about machine learning basic...
In this course we will cover the basic concepts of Neural Networks and Convolutional Neural Networks with an application to the classification of inserts of a milling machine according to their wear level.
Objectives
- Know the concept of convolution and its applications in image processing.
- Identify the building blocks of a Neural Network and a Convolutional Neural Network.
3....
The aim of the lecture is to raise awareness about the relevance of cybersecurity in the context of Industry 4.0 and to get a glimpse of the most common threats and vulnerabilities in industrial control systems as well as the countermeasures available to mitigate risks.
Objectives
- Awareness of cybersecurity risks in industrial control systems and critical infrastructures
- Overview...
• What are the sources and types of data in tourism?
• How can data be analysed and visualized for tourism purposes?
• What are the benefits and challenges of using data in tourism?
• What are some examples of data applications in tourism
• Digital interpretation of cultural heritage and its potentials
• How a 3D model is made
• Making a simple 3D model with a mobile phone
• New media for 3D digital interpretation – from AR, to VR, immersive technologies and metaverse.
• Narrating a heritage story with digital technologies
• Overview of Odesa City as a tourist destination
• Organisation of tourism in Odesa
• Problems of tourism development in Odesa
• Application of Tourism 4.0 models to address these problems
• Results and discussion of the findings
Nanotechnology and nanomaterials.
Classifications of nanomaterials, their properties.
Historical overview of nanomaterials.
Reasons for special properties of nanoscale materials.
Classical and quantum size effects.
Basic concepts of quantum physics.
The energy of an electron in an atom.
Harmonic oscillator: transition from classical to quantum.
Wave-particle duality. Uncertainty...
Carbon. Allotropes.
Electronic structure of carbon.
Diamond. Properties.
Graphite. Properties.
Graphene. Unique properties. Crystal structure. Production.
Obtaining graphene oxide.
Carbon nanotubes. Properties. Synthesis.
Fullerenes. Properties. Application. Synthesis.
Objectives
Review of the main properties of allotropic modifications of carbon.
Graphene: unique properties...
• Development of thermoelectricity and photovoltaics. Transition to nanoscale elements.
• Methods of obtaining semiconductor nano-size materials.
• Peculiarities of the structure and properties of semiconductor nanomaterials.
• Practical application of nanomaterials.
• Characterization of nanomaterials.
The field of nanoelectronics has experienced a significant shift with the emergence of graphene, a two-dimensional material with remarkable electronic properties. This practical demonstration will serve to present a fabrication process of a graphene-based transistor. The transistor will be prepared during the lecture in the clean room of the Laboratory of Organic Matter Physics of the...
Participants will learn about quantum phenomena, which govern nature. These quantum phenomena will be explained through photon's interference, which will be introduced by double-slit and double-beam splitter experiments. Next, classical computation will be compared to quantum computation. Quantum bit will be introduced. Participants will learn through an example of the quantum algorithm,...
• Paradigm of AI (Current Advancements)
• How to think about neural networks (Slides)
• Images = Matrices (+ what is Convolution?)
• Building your first neural network
• Can your network identify simple images?
• Complex Network == Complex Tasks
• What is an entrepreneur?
• Approaches to the start-up phase
• The lean start-up approach in action
objectives:
- A comprehensive overview of the features of entrepreneurial activities
- An in-depth discussion of various approaches that individuals may adopt when they start a new venture
- An application of the lean start-up approach to a business case
outcomes:
1....
The lecture aims to present innovation as a major driver of competitiveness. It aims to describe different types of innovation.
Objectives
To present innovation as a source of competitive advantage
Outcomes
Basic knowledge about different types of innovation
The lecture aims to present some of the main activities a company should manage in order to create a successful innovation.
Objectives
To know different phases of a typical innovation process
Outcomes
Basic knowledge about how to manage an innovation process.
Business model is a conceptual description of the method of value creation, — economic (revenue, profit), social (image), etc. It is a description of how the company will make money. It shows what needs are to be done to grow a business, the resources it needs, and how to put it into a single mechanism.
• What is a business model, why is it needed
• Types of business models
• Overview of...
While studying this lecture, students will learn about digital technologies for the development of entrepreneurship and startups and search resources for data analysis. Listeners will learn how to use Google Public Data Explorer, Google Trends, Google Market Finder, Google Sites, Google Analytics, Platforms and services for running projects (startups).
Project management software can help...
RIS Internship programme
The RIS (Regional Innovation Scheme) Internship project is based on the successful ADRIA Internship1 programme, run by the Regional Centre ADRIA for three years for the benefit of the West Balkan countries. Regional challenges to internship implementation were identified as the lack of structured support for students, host organisations and Public Higher...