Good data is central to effective AI applications. This course teaches the basics of data for AI, covering what data is needed, how to extract data from existing databases and basic data skills including setup of a Python notebook environment, basic data exploration and simple data visualizations.

Good data is central to effective AI applications. This course teaches the basics of data for AI, covering what data is needed, how to extract data from existing databases and basic data skills including setup of a Python notebook environment, basic data exploration and simple data visualizations.

Good data is central to effective AI applications. This course teaches the basics of data for AI, covering what data is needed, how to extract data from existing databases and basic data skills including setup of a Python notebook environment, basic data exploration and simple data visualizations.

Good data is central to effective AI applications. This course teaches the basics of data for AI, covering what data is needed, how to extract data from existing databases and basic data skills including setup of a Python notebook environment, basic data exploration and simple data visualizations.

Learn how a quantum computer can be operated: you will go through the basics of quantum algorithms, quantum error-correction, micro-architectures, compilers, and programming languages for quantum computing, and protocols for the quantum internet.

Learn the advanced software testing techniques, tools, and best practices required to deliver high-quality software.

Learn the software testing techniques, tools, and best practices required to deliver high-quality software.

Learn how to make better decisions about security and IT by using state-of-the-art economic tools, security metrics and data analytics.

Learn how to make better decisions about security and IT by using state-of-the-art economic tools, security metrics and data analytics.

Learn how to make better decisions about security and IT by using state-of-the-art economic tools, security metrics and data analytics.

A one-stop shop to get started on the key considerations about data for AI! Learn how crowdsourcing offers a viable means to leverage human intelligence at scale for data creation, enrichment and interpretation, demonstrating a great potential to improve both the performance of AI systems and their trustworthiness and increase the adoption of AI in general.

Quantum information is at the heart of quantum computing: learn how it is mathematically represented via quantum circuits and how to manipulate quantum entanglement with these circuits.