POK for AI
Enhance your understanding and knowledge of AI, discover its applications, and explore its ethical and legal implications.
Free and accessible
All courses are free of charge and open to anyone.
At your pace
Videos, materials and tests to be enjoyed at your own pace, wherever and whenever you want.
Polimi lecturers
The courses are taught by Politecnico di Milano experts and international professors.
Open Badge
Upon completion of the course you can obtain an Open Badge.
English Italian
Learning with AI
The “Learning with AI” course will guide you through the discovery of key AI tools, such as Large Language Models (LLMs), and teach you how to leverage them through a structured approach, making your learning process more effective and personalized.
The course you’re about to start is called AIMOOK (Artificial Intelligence Mentored Online Open Knowledge), a hybrid learning environment combining the AIbook and MOOC formats. This approach provides an interactive, flexible, and personalized experience powered by AI.
The course is available in both Italian and English.
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English
Artificial Intelligence: An Overview
The MOOC will provide a non-technical overview of the artificial intelligence field. Initially, a discussion on the birth of AI is provided, remarking the seminal ideas and preliminary goals.
Furthermore, the crucial weaknesses are presented and how these weaknesses have been circumvented. Then, the current state of AI is presented, in terms of goals, importance at national level, and strategies. Moreover, the taxonomy of the AI topics is presented.
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English
Technologies and platforms for Artificial Intelligence
The MOOC will address the hardware technologies for machine and deep learning (from the units of an Internet-of-Things system to a large-scale data centers) and will explore the families of machine and deep learning platforms (libraries and frameworks) for the design and development of smart applications and systems.
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English
Machine Learning
The MOOC provides a general overview of the main methods in the machine learning field. Starting from a taxonomy of the different problems that can be solved through machine learning techniques, the MOOC briefly presents some algorithmic solutions, highlighting when they can be successful, but also their limitations. These concepts will be explained through examples and case studies.
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English
Ethics of Artificial Intelligence
The Mooc deals with the problems created, aggravated or transformed by AI. It is intended to give students a chance to reflect on the ethical, social, and cultural impact of AI by focusing on the issues faced by and brought about by professionals in AI but also by citizens, institutions and societies.
The MOOC addresses these topics by means of case studies and examples analyzed in the light of the main ethical frameworks.
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English
Artificial Intelligence and legal issues
The purpose of the course is to help students understand the legal implications related to the design and use of artificial intelligence systems, providing an overview of the risks and legal protections that can be envisaged and giving an overview of the legislation and legal principles currently applicable on the subject.
In particular, the profiles of civil and criminal liability, protection in terms of intellectual property and the impacts of AI on the fundamental rights of the individual – including privacy and the right to non-discrimination – will be examined.
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