CUDA Programming Course – High-Performance Computing with GPUs

Lean how to program with Nvidia CUDA and leverage GPUs for high-performance computing and deep learning.

Code:

⭐️ Contents ⭐️
⌨️ (0:00:00) Intro
⌨️ (0:16:52) Chapter 1 (Deep Learning Ecosystem)
⌨️ (0:37:43) Chapter 2 (CUDA Setup)
⌨️ (0:47:03) Chapter 3 (C/C++ Review)
⌨️ (1:35:47) Chapter 4 (Intro to GPUs)
⌨️ (1:51:40) Chapter 5 (Writing your First Kernels)
⌨️ (3:55:26) Chapter 6 (CUDA API)
⌨️ (5:35:22) Chapter 7 (Faster Matrix Multiplication)
⌨️ (8:22:36) Chapter 8 (Triton)
⌨️ (9:04:43) Chapter 9 (PyTorch Extensions)
⌨️ (9:18:10) Chapter 10 (MNIST Multi-layer Perceptron)
⌨️ (11:41:13) Chapter 11 (Next steps?)
⌨️ (11:54:38) Outro

[abunaserabdullah]

This course just released in time when I was about to learn CUDA. Almost like a miracle. Thank you.

[frosty_teacup]

Honestly this channel is insane for the level of high quality content it provides for free. I looked for some CUDA courses/tutorials a few weeks ago and couldn't find anything that seemed easy to consume and understand for beginners. FCC knocked it out of the park with this one!

[TrevorSullivan]

Great presenter! Just from watching a few minutes of this, I like his personality and quality of message delivery. Keep it up!

[Jeev]

joined 2 mins ago, gonna finish after 2 months

[wolfwirestudios]

Hot damn. I spent the last 2 days gathering playlists to learn CUDA and you drop this? Damn. Thanks

[dhavies]

been looking for this for months, thank you🙏

[spartondon]

People watching it in 2030 really regret not having watched it in 2024.

[kompila]

Programming on the GPU is the next hottest things. Glad to see this release. :-)

[odc]

great course!!
Please enable auto-generated captions

[zuberkariye]

My friend from twitter just released this course and I’m excited

[thunder]

This is what I was waiting my entire life

[DevelopersHutt]

Most awaited! Finally someone did that. I love you for this ❤

[DESX]

Awesome I'm gonna start going through this later. Thanks!

[zaursamedov]

Thank you Elliot very much appreciate your efforts on all these precious courses!

[cugansteamid]

hands down the best channel of all time!

[michaelscience]

This is what I was looking for. Thank you so much for sharing this concept with us

[rreece]

Learning this a few years ago, just out of curiosity, landed me a job paying so well, that now I live like a lord and can realize so many of my childhood dreams!

[Dom-zyqy]

I have a feeling that performance engineers (never heard of such a role until now) who work in parallelizing compute will be crazy high pay.

[blyzedog]

Love that this is free, nice job Elliot! LFG!!!

[godwin.k]

Thanks for that course . It’s so amazing to follow that course.
If you can add CARLA simulator course too, it will be great