6 weeks
6–7 hours per week
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Starts Sep 6
Machine Learning for Semiconductor Quantum Devices
At a glance
- Institution: DelftX
- Subject: Physics
- Level: Advanced
- Prerequisites:
Necessary prerequisites:
- Programming in Python
- Basic familiarity with quantum dots equivalent to the following videos:
Quantum Computers: https://www.qutube.nl/courses-10/quantum-computer-12/quantum-computers
How to build a qubit: https://www.qutube.nl/quantum-computer-12/how-to-build-a-qubit
Spin qubits: https://www.qutube.nl/quantum-computer-12/spin-qubits-185
Operations on spin qubits: https://www.qutube.nl/quantum-computer-12/operations-on-spin-qubits-176
Electron spin qubits: https://www.qutube.nl/quantum-computer-12/electron-spin-qubits-332
Capturing a single electron: https://www.qutube.nl/quantum-computer-12/capturing-a-single-electron-334
Quantum dot qubits: https://www.qutube.nl/quantum-computer-12/quantum-dot-qubits-336
Quantum control and readout: https://www.qutube.nl/quantum-computer-12/quantum-control-and-readout-338
Recommended prerequisites:
- Introductory knowledge of neural networks (we will provide reading material and review this concept at the beginning of the course, but some previous knowledge will better facilitate your learning). Recommended pre-read: https://cs231n.github.io (Module 1)
- Basic familiarity with PyTorch (we will take time to explain the code in detail, but looking at the PyTorch package before the course starts will be very helpful). Recommended pre-read: https://pytorch.org/tutorials/beginner/basics/intro.html
- Language: English
- Video Transcript: English
- Associated programs:
- Professional Certificate in Quantum 301: Quantum Computing with Semiconductor Technology
Who can take this course?
Unfortunately, learners residing in one or more of the following countries or regions will not be able to register for this course: Iran, Cuba and the Crimea region of Ukraine. While edX has sought licenses from the U.S. Office of Foreign Assets Control (OFAC) to offer our courses to learners in these countries and regions, the licenses we have received are not broad enough to allow us to offer this course in all locations. edX truly regrets that U.S. sanctions prevent us from offering all of our courses to everyone, no matter where they live.This course is part of Quantum 301: Quantum Computing with Semiconductor Technology Professional Certificate Program
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2 skill-building courses
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3 months
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