Vladimir Storch

Legal Alien

[Tech with Mak @techNmak]

This free CUDA course by Elliot Arledge is worth more than most CS degrees.

12 hours that separate library users from GPU engineers.

I watched senior devs struggle with concepts taught in hour 3.

What makes it different:

No hand-waving. No "just use this library."

You build an MLP trainer FOUR times: → PyTorch (the easy way) → NumPy (getting harder) → C (now we're cooking) → CUDA (chef's kiss)

Same model. Same dataset. Four implementations.

By the end, you understand WHY PyTorch is fast.

The curriculum nobody else teaches:
➡️ GPU architecture (not just "it's parallel")
➡️ Writing kernels that don't suck
➡️ Profiling at kernel AND system level
➡️ When cuBLAS helps (and when it doesn't)
➡️ CUDA vs Triton (the comparison you need)
➡️ PyTorch extensions (actually useful ones)

Real talk:
➡️ After this course, you'll read PyTorch source code and understand it.
➡️ You'll optimize models other engineers can't touch.
➡️ You'll be the person teams hire to make things fast.

12 hours. Free. No excuses.

(I will put the details in the comments.)

[Uday👨‍💻 @uday_devops]

Apologies, I forgot to add links in my previous post. Here are the 𝐅𝐫𝐞𝐞 𝐀𝐳𝐮𝐫𝐞 𝐥𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐥𝐚𝐛𝐬 resource links:

📘 AZ-104 – Microsoft Azure Administrator https://t.co/o2vDaVQZJ0
📘 AZ-500 – Azure Security Technologies https://t.co/zRMUfdhfCx
📘 AZ-700 – Azure Networking Solutions https://t.co/RpRySr2klx
📘 AZ-305 – Azure Infrastructure Solutions https://t.co/7XVRmZr7Sz
📘 AZ-140 – Azure Virtual Desktop https://t.co/byfzKmbcvh
📘 AZ-800 – Windows Server Hybrid Core https://t.co/6sINwfS98u
📘 AZ-801 – Windows Server Hybrid Advanced https://t.co/E1ZYdGolkm
📘 SC-300 – Identity & Access Administrator https://t.co/T7pfuO6lBA
📘 AZ-400 – DevOps Solutions https://t.co/1eFZdd2yw7

[FreePBX @FreePBX]

To improve the process of #FreePBX module creation we've built a generator that provides a basic module skeleton https://t.co/9sJHdXN5K6

[Planet @planet]

This has been a long time coming - excited to announce we have achieved Mission 1: to image the entire Earth’s landmass every day! https://t.co/RYzOKdN72n

[Vladimir Storch @mir100]

@FlowrouteNOC also anxiously awaiting update

[NGINX Open Source Community @nginxorg]

It only takes 10 minutes to configure NGINX Amplify Agent and start monitoring your server OS and NGINX servers. See https://t.co/e9zxiygfp9

[Vladimir Storch @mir100]

Awesome vps locations and speed @Vultr for just $0.007/hr #vps https://t.co/PS12oWhOwI

[Softpedia @Softpedia]

#Budgie Desktop 10.2.5 Lands w/ a Multitude of Refinements, It's Now Stateless https://t.co/cZ1qdPvPND @SolusProject

[Atom Editor @AtomEditor]

Atom has reached one million active users 😍 Thanks very much to our many supporters! More in the blog post: https://t.co/W1ZgJs3MsX

[Proton @ProtonPrivacy]

We have just launched ProtonMail worldwide! Thank you for making this possible! https://t.co/oVCbPgJ4TC

[omg! ubuntu @omgubuntu]

Any @digitalocean users tried this neat indicator applet for #Ubuntu? https://t.co/GTtqw0lHjJ #linux

[Vladimir Storch @mir100]

"Must Watch: Amazing Video of the Porsche 918 Spyder Being Assembled" good read http://t.co/l4R4hRkvwe

[Vladimir Storch @mir100]

"Van Gogh on Principles, Talking vs. Doing, and the Human Pursuit of Greatness" http://t.co/kR5Nv9dDcl

[Vladimir Storch @mir100]

The HTC One M7 And M8 Google Play Edition Are Receiving An Android 5.0.1 OTA Update Now http://t.co/FJXKkgL8y7 via @AndroidPolice

[Vladimir Storch @mir100]

Easily deploy an SSD cloud server on @DigitalOcean in 55 seconds. Sign up using my link and receive $10 in credit: https://t.co/wNQEauNp0c

[Vladimir Storch @mir100]

@Uber Can you guys please take off the rooted phone restriction on the android Uber Partner app?

[Vladimir Storch @mir100]

The Geopolitics of World War III http://t.co/coVy47erbb