Bookmarks tagged ml

"The tl;dr is that search got really good suddenly and really easy to build because of AI."

"Open-source Metaflow makes it quick and easy to build and manage real-life data science and ML projects. "

"In this piece we'll dig deep into deep learning. I'll explain what neural networks are, how they're trained, and why they require so much computing power. And then I'll explain why a particular type of neural network—deep, convolutional networks—is so remarkably good at understanding images. And don't worry—there will be a lot of pictures."

"Embeddings are based around one trick: take a piece of content—in this case a blog entry—and turn that piece of content into an array of floating point numbers."

"We’ll start by explaining word vectors, the surprising way language models represent and reason about language. Then we’ll dive deep into the transformer, the basic building block for systems like ChatGPT. Finally, we’ll explain how these models are trained and explore why good performance requires such phenomenally large quantities of data."