webinar register page

2020-09-08 NITheP Mini-School: Amira Abbas, Basic programming for quantum machine learning with Qiskit and PennyLane
NITheP Mini-School:
Basic programming for quantum machine learning with Qiskit and PennyLane

Amira Abbas (UKZN)

Contents:
In this series of lectures, we will build a simple quantum machine learning model and learn about each of its components through hands-on tutorials.
(Basic Python programming and intermediate level concepts in quantum computing is required. In other words, one should be familiar with gate operations, measurements and circuit notation.)

Lecture 1: Setting up a model: basic qubit rotation

Lecture 2: Data encoding techniques: understanding state preparation

Lecture 3: Training a variational model: optimization with gradient-based techniques

Lecture 4: Encountering barren plateaus: the problem of vanishing gradients
Webinar logo
Webinar is over, you cannot register now. If you have any questions, please contact Webinar host: Francesco Petruccione.