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

📷      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   

📈      Practical Deep Learning for Coders