What is Quantum Machine Learning?
Ғылым және технология
This video is a friendly introduction to quantum computing and machine learning. No knowledge required.
This video is part of a blog post with Zapata computing:
www.zapatacomputing.com/why-g...
QCBM Paper: www.nature.com/articles/s4153...
Video 2: Non-gradient optimizers, CMA-ES and PSO • How do you minimize a ...
Video 3: The mathematics behind qubits (coming soon!)
Introduction: (0:00)
Quantum and classical machine learning: (1.46)
Probability: (5:12)
The qubit: (8:23)
Quantum measurement: (12:08)
Qubits as generative models: (13:42)
Measuring with different bases: (14:15)
Quantum gates: (22:27)
Quantum entanglement: (25:23)
Entanglement gates: (35:31)
Quantum machine learning (36:04)
Training models: (39:50)
Loss functions and KL divergence: (47:55)
Labs, code, etc: (49:59)
Пікірлер: 38
I'm a beginner in machine learning and I've been following your videos for a while now. I really appreciate your pedagogical approach, thanks for your time and the quality work you create for us for free.
@SerranoAcademy
Жыл бұрын
Thank you for your kind words Bernard, I'm glad you like them! I have a lot of fun making them. :)
Absolutely brilliant red blue glove experiment and how observation changes values. 🎉
Exciting. A conceptual journey. 🎉
Always the best in simplifying complex concepts. Thank you.
Great finish! I have trained a few models. I understood conceptially.
Thank you so much for your algorithm book, ML book, and all your videos on this channel and the previous channel. I have been a follower since 3 years ago.
@SerranoAcademy
Жыл бұрын
Thank you for your kind message, I'm so glad you like the material! :)
Because of the way you handled it, I truly paid attention to the lecture as a research scholar from the first second to the last 51 minutes. hope I am expecting quantum CNN based lecture... Thank you ...
Thanks. I really had a FOMO. Best of luck❤
Like Always Excellent Video ..👌On point Visuals & descriptions 👏Thank you so much
Thanks, this is great video as always.
Amazing! Tku sir for providing these invaluable videos🤓🥳😎
such a great channel. Enjoy watching it! also excellent job on coursera course for mathematics for machine learning!
amazing explanations.
Amazing video. Very impressed.
Luis, complements on exceptional presentation style. I have seen many of your super videos on stats and now I am running through your ML. As always you are fantastic. Do you have any course work on Udemy?
I really love the power of simplicity when explaining stuff. Is there a way you can teach Confusion matrix, accuracy, precision, recall and f1 score? :)
@SerranoAcademy
Жыл бұрын
Thanks Alvin! Yesss, they're all in this video! kzread.info/dash/bejne/k3iLlpaHgMu0p5M.html
@AlvinRyellPrada
Жыл бұрын
@@SerranoAcademy thank you! Glad it is already there. You have been a critical item for me why i am loving machine learning! The intimidating machine learning and statistics terms, you made it kindergarten friendly! More powers!
Really nice...
Hi. Thanks for the video. Very interesting. I have to make a little critic though: you are equating "machine learning" with "neural networks" the whole time. I know, is a fine distinction, but ML is much bigger than NN. You can do ML with just linear regression, without NN. You should say "neural networks". And one tip: the sound in different parts of the video is at different volume. Not a bit difference, not very annoying, but just would be nice to have it all in one volume. Please don't take the critic negatively. I know you put a lot of work in the videos! Thanks for that.
Thank you 🤩
@SerranoAcademy
Жыл бұрын
:)
I know Quantum computing very well but not know in ML but want to do Quantum ML , how can i start??
@SerranoAcademy
7 ай бұрын
Great question! This course is my favorite for QML: kzread.info/head/PLmRxgFnCIhaMgvot-Xuym_hn69lmzIokg&si=vjjWlrXseWP99sES
Hello Sir, all your lectures are very good and can be understood very well. I request you to make video on Federated machine learning, is it trending ?
@SerranoAcademy
5 ай бұрын
Thank you Elizabeth, that's a great idea! I'm looking for topics, so I'll add it to the list. In the meantime, the best explanations of federated learning that I've seen are done by Andrew Trask, for example this one: kzread.info/dash/bejne/Zq6mt5dthqyxZs4.html
@elizabeththomasucc_e-learn3754
4 ай бұрын
@@SerranoAcademy Thank you Sie
@elizabeththomasucc_e-learn3754
4 ай бұрын
Thank you Sir
how do I move from ml engineer to quantom ml engineering?
@SerranoAcademy
Жыл бұрын
This course on quantum ML is a pretty good way to get started: kzread.info/head/PLmRxgFnCIhaMgvot-Xuym_hn69lmzIokg Also here there are some good coding tutorials: pennylane.ai/qml/demos_qml.html
Why aren’t you posting more videos ?
What's happening to the other 2 lectures ?
@SerranoAcademy
2 ай бұрын
The second one is here: kzread.info/dash/bejne/oZ1pqbOvet3fZaw.htmlsi=xDyPEihNyhLPZcaA The third one I haven’t done yet… hopefully soon!
@ButchCassidyAndSundanceKid
2 ай бұрын
@@SerranoAcademy Thank you.
Schrodinger's cat vibes 🐈
@SerranoAcademy
Жыл бұрын
Lol! Alive or dead? :D