Quantum Machine Learning — Programming on Quantum Computers — Coding with Qiskit S2E6

Video Production by:
Paul Searle, Clinton Herrick & David Rodriguez

Writing by:
Olivia Lanes, Jin-Sung Kim, Abe Asfaw & Leron Gil

[k_pragya]

I was waiting for this one. Thank you Jin. I really wish to see a multi-class classification example too using qsvm. I hope someday Jin could explain it in a small video.

[thomaswatts]

"I'LL CAST YOU INTO A HIGHER DIMENSION!!!" you got me so good hahaha

[qgorithm]

I think the first line commands need update, it should be like below:

import qiskit
from matplotlib import pyplot as plt
import numpy as np
from import ad_hoc_data
from qiskit import BasicAer
from qiskit.utils import QuantumInstance

[SkyRiSs]

Finally some great content on qML. Thanks a lot!

[saikrishnasunkam]

I'm so hyped about this series, great videos!! Curious what is it intrinsically about computing the kernel makes it faster on a QM than a CM? I know QMs perform better for only certain types of tasks. If QMs could solve everything better we wouldn't even need the kernel trick right, we could just compute the distances in higher dimensions outright?

[rifatulislamhimel]

Great thanks. Would you mind creating some QML tutorials with some raw data in the future?

[ahmedamraniakdi]

this is the type of videos I like seeing at 4 am

[nevilledsouza]

there is a error "No module named 'qiskit.utils"

[aidenmcknight]

I've been wondering why you don't use the Qiskit website instead of using jupyter notebook. Is it just preference or is there an actual difference?

[louben]

nice vid, thank you and best from Ams-cozy west*side

[ussama]

Expalined very well. Thanks .awesome work.
Say Hi to "Abraham Afsaw".
😁👍

[bestvishes]

Do the python code is same for normal Machine Learning and Quantum Machine learning?

[joshbleijenberg]

How can we do this with quantum serverless?

[charlesgormley]

It would've be nice to see how you code QSVM from scratch.

[muslimGirl]

Hi,
Thank you for the amazing explanation.
However, I was expecting more elaboration on the kernel matrix interpretation.
The kernel plotting doesn't seem obvious to me. It is a 2D plotting, where is the increased dimension? And do the colors encode different features?

[graceamouzou]

Thanks a lot for this interesting course. I have an issue and I hope I can find some solutions here.
Here is the point. I have no problem installing anaconda, qiskit and qiskit-aqua[cvx] on my laptop using Windows 10 and Python 3.8.3 but when I run the program, I have an error saying "The 'CVXPY' library is required to use 'optimize_svm'. You can install it with 'pip install qiskit-aqua[cvx]'.". This is really bothering me.
So, I tried installing everything on a Linux virtual machine. Anaconda runs without any problem, qiskit too. But I have errors when trying to install qiskit-aqua[cvx] !
Can somebody help pls ?

[danyalmaheshwari]

QSVM is running on QPU or only on Stimulator?

[divyanshusingh]

Was It is a crow in the background at 9:08 XD

[therockriders]

This has some errors. Is there an updated version of the code

[gigos]

Like if you already knew at 10:06 that he gonna have a compilation error cuz he misspelled his shots variable.