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Course Outline
Inleiding tot de kwantummechanica
- Basisprincipes van de kwantummechanica
- Kwantumtoestanden en qubits
- Superpositie en verstrengeling
Quantum Computing Basisinformatie
- Kwantumcircuits en kwantumpoorten
- Kwantummeting en qubitmanipulatie
- Inleiding tot kwantumalgoritmen
Kwantum-algoritmen
- Overzicht van kwantumalgoritmen
- Quantum Fourier-transformatie en zijn toepassingen
- Grover's algoritme voor het zoeken in databases
Kwantum-AI en Machine Learning
- Algoritmen voor kwantummachine learning
- Kwantum neurale netwerken
- Mogelijke toepassingen van Quantum AI
Uitdagingen en toekomst van kwantum-AI
- Technische uitdagingen in Quantum AI
- Ethische overwegingen en maatschappelijke impact
- Toekomstige trends en onderzoeksrichtingen in kwantum-AI
Lab-project
- Kwantumalgoritmen simuleren met behulp van Qiskit of vergelijkbare kwantumcomputerframeworks
- Ontwikkeling van een basismodel voor kwantummachine learning
- Samenwerken aan een groepsproject om een innovatieve toepassing van Quantum AI voor te stellen
Samenvatting en volgende stappen
Requirements
- Basiskennis van lineaire algebra en kwantummechanica
- Bekendheid met Python programmeren
Audiëntie
- AI-professionals
- AI-onderzoekers
14 Hours
Getuigenissen (3)
voorbeelden en oefeningen
Kamil
Cursus - Introduction to Data Science and AI using Python
Machine Translated
The training definitely backfilled some of the gaps in my knowledge left by reading the OptaPlanner userguide. It gave me a good broad understanding of how to approach using OptaPlanner in our projects going forward.
Terry Strachan - Exel Computer Systems plc
Cursus - OptaPlanner in Practice
Quantum computing algorithms and related theoretical background know-how of the trainer is excellent. Especially I'd like to emphasize his ability to detect exactly when I was struggling with the material presented, and he provided time&support for me to really understand the topic - that was great and very beneficial! Virtual setup with Zoom worked out very well, as well as arrangements regarding training sessions and breaks sequences. It was a lot of material/theory to cover in "only" 2 days, wo the trainer had nicely adjusted the amount according to the progress related to my understanding of the topics. Maybe planning 3 days for absolute beginners would be better to cover all the material and content outlined in the agenda. I very much liked the flexibility of the trainer to answer my specific questions to the training topics, even additionally coming back after the breaks with more explanation in case neccessary. Big thank you again for the sessions! Well done!
