Variational quantum algorithms (VQA) allow to take advantage of current quantum computers which are characterized by a limited number of qubits and the presence of noise. Among the applications that best lend themselves to VQAs is machine learning where the goal is to train a model from data.

This micro-WIL will provide an introduction to the implementation and training of variational quantum classifiers (VQC) using the Qiskit software development kit.

Elements covered during the micro-WIL:

• Binary classification in machine learning
• Implementation of quantum circuits with Qiskit
• Translation of classical data into quantum states
• Implementation of a quantum classifier
• Training a quantum classifier

FORMAT:

• Date: February 22nd 06:00 pm (EST)
• 100% virtual
• Free
• In English
• Only one registration per candidate is allowed for this micro-WIL, either for the French or the English activity. Double applications are not permitted. For the French activity, please refer to the "micro-WIL" tab and select the French activity.

MICRO-WIL GIVEN BY :

• Sarah Blanchette, Quantum software developer, Institut Quantique
• Catalina Albornoz, Quantum Community Manager, Xanadu

 
REGISTRATION CRITERIA:

• Basic knowledge of Python
• Basic knowledge of quantum programming (superposition, entanglement, quantum logic gates...)
• Be a college or university student enrolled in a Canadian educational institution

 
REQUIREMENTS TO ACHIEVE THE MICRO-WIL AND TO OBTAIN THE CERTIFICATE OF COMPLETION ISSUED BY THE UNIVERSITY OF SHERBROOKE (UDES) : 

• Be present for the entire duration of the micro-WIL 
• Complete and submit the assignment by February 23rd before 11:59 p.m. (EST)

 
BENEFITS OF THIS MICRO-WIL: 

• Discover a new branch of computer science
• Improve your resume and LinkedIn profile 
• Meet people for future employment
• Learn about the career diversity associated with various concepts 
• And much more !

*This activity is made possible through federal funding from Innovation, Science and Economic Development Canada and through BHER