machine learning

projects

• Train Your Own O1 Preview Model Within $450
• Neural Networks: Zero to Hero
• lets build gpt from scratch - karpathy

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

📈      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   

📜      research ideas , Feb 4,'24   

🤖      prompt engineering , Jan 23,'24   

🦙      purple llama , Dec 11,'23   

👀      membership inference attack , Dec 9,'23   

🐲      intro to llm , Nov 23,'23