machine learning

machine learning | Suriya Ganesh - Technical Writing

projects

books to read & courses to complete

Little book of Deep Learning LBDL
Neural Networks Zero to Hero - karpathy
Fast.ai Practical Deep Learning for Coders

types of model to train from scratch

Text to Text model
Text to image model
Image -> Image model
Video -> 3d asset model

building datasets

Chronicling america

posts

🎯 rl, in pictures and videos , Apr 25,'26

📈 practical deep learning , Feb 15,'25

📷 photogrammetry/videogrammetry or the dark art of capturing 2d and generating 3d models , Oct 11,'24

🤖 ml journal , Aug 8,'24

🈴 word embedding models , Aug 4,'24

🏞️ streaming diarizer , Apr 20,'24

⚙️ llm code generation notes , Mar 19,'24

🌏 federated learning , Mar 3,'24

📊 different types of graphs i come across , Feb 25,'24

🐼 pandas fight , Feb 24,'24

🛣️ graphs and llms , Feb 11,'24

📄 research papers , Feb 9,'24

🚊 ml guardrails , Feb 6,'24

🤖 prompt engineering , Jan 23,'24

🦙 purple llama , Dec 11,'23

👀 membership inference attack , Dec 9,'23

🐲 intro to llm , Nov 23,'23

a quote i like

There’s something to be said about working towards achieving a goal without obsessing over how far you’re from it or how hopelessly you’re missing the mark each time. Once you shut out the clamour of result and simply persevere, success is bound to be yours. ― Viswanathan Anand