I built a phone you can't drop
Thanks to Google Pixel for sponsoring this video! https://goo.gle/3fXUfDN CatWarehouse: https://www.catwarehouse.com/ Support on Patreon: https://www....
William Osman3y ago
Building makemore Part 4: Becoming a Backprop Ninja
We take the 2-layer MLP (with BatchNorm) from the previous video and backpropagate through it manually without using PyTorch autograd's loss.backward(...
Andrej Karpathy3y ago
Building makemore Part 3: Activations & Gradients, BatchNorm
We dive into some of the internals of MLPs with multiple layers and scrutinize the statistics of the forward pass activations, backward pass gradients...
Andrej Karpathy3y ago
Building makemore Part 2: MLP
We implement a multilayer perceptron (MLP) character-level language model. In this video we also introduce many basics of machine learning (e.g. model...
Andrej Karpathy3y ago
The spelled-out intro to language modeling: building makemore
We implement a bigram character-level language model, which we will further complexify in followup videos into a modern Transformer language model, li...
Andrej Karpathy3y ago
Stable diffusion dreams of psychedelic faces
Prompt: "psychedelic faces" Stable diffusion takes a noise vector as input and samples an image. To create this video I smoothly (spherically) interpo...
Andrej Karpathy3y ago
Stable diffusion dreams of steampunk brains
Prompt: "ultrarealistic steam punk neural network machine in the shape of a brain, placed on a pedestal, covered with neurons made of gears. dramatic...
Andrej Karpathy3y ago
Stable diffusion dreams of tattoos
Dreams of tattoos. (There are a few discrete jumps in the video because I had to erase portions that got just a little 🌶️, believe I got most of it)...
Andrej Karpathy3y ago
The spelled-out intro to neural networks and backpropagation: building micrograd
This is the most step-by-step spelled-out explanation of backpropagation and training of neural networks. It only assumes basic knowledge of Python an...
Andrej Karpathy3y ago
How many parts can you take off a car?
For 16 free meals with HelloFresh across 7 boxes AND 3 free gifts, use code WILLIAMOSMAN16 at https://bit.ly/3szsJR9 CatWarehouse: https://www.catware...
William Osman3y ago
Mobile-First CSS: Is It Time for a Rethink?
The mobile-first design methodology is great—it focuses on what really matters to the user, it’s well-practiced, and it’s been a common design pattern...
by Patrick Clancey3y ago
Designers, (Re)define Success First
About two and a half years ago, I introduced the idea of daily ethical design . It was born out of my frustration with the many obstacles to achieving...
by Lennart Overkamp3y ago
How I Almost Ruined MrBeast Squid Game
This video is sponsored by Skillshare. The first 1,000 people to use the link or my code williamosman will get a 1 month free trial of Skillshare: htt...
William Osman3y ago
Breaking Out of the Box
CSS is about styling boxes. In fact, the whole web is made of boxes, from the browser viewport to elements on a page. But every once in a while a new...
by Patrick Brosset4y ago
I'm done
thanks to: @simonegiertz, @danielthrasher @ludwig @NileRed @allenpan @SirWrender @JLaservideo Patreon: https://www.patreon.com/williamosman Website: h...
William Osman4y ago
How to Sell UX Research with Two Simple Questions
Do you find yourself designing screens with only a vague idea of how the things on the screen relate to the things elsewhere in the system? Do you lea...
by Sophia V. Prater4y ago
I Built An X-ray Machine and People Are Mad
Use code WILLIAMOSMAN14 to get up to 14 FREE MEALS across your first 5 HelloFresh boxes, plus free shipping at https://bit.ly/3xq04g6 CatWarehouse: ht...
William Osman4y ago
A Content Model Is Not a Design System
Do you remember when having a great website was enough? Now, people are getting answers from Siri, Google search snippets, and mobile apps, not just o...
by Mike Wills4y ago
Design for Safety, An Excerpt
Antiracist economist Kim Crayton says that “intention without strategy is chaos.” We’ve discussed how our biases, assumptions, and inattention toward...
by Eva PenzeyMoog4y ago
Built My Own X-Ray After a Hospital Charged Me $69,210.32
Use code WILLIAMOSMAN14 to get up to 14 FREE MEALS across your first 5 HelloFresh boxes, plus free shipping at https://bit.ly/3xq04g6 Garage Sale and...
William Osman4y ago
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