Machine Learning

Books to read & courses to complete

• Little book of Deep Learning LBDL
• Neural Networks Zero to Hero - karpathy

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   

🏞️      Streaming Diarizer , Apr 20,'24   

⚙️      LLM Code generation notes , Mar 19,'24   

📊      Different types of graphs I come across , Feb 25,'24   

🐼      Pandas fight , Feb 24,'24   

🛣️      Graphs and LLMs , Feb 11,'24   

🤖      Prompt Engineering , Jan 23,'24   

🦙      Purple LLama , Dec 11,'23   

🐲      Intro to LLM , Nov 23,'23   

🌏      Federated Learning  

👀      Membership Inference Attack  

🚊      ML Guardrails  

🤖      ML journal  

📜      Research Ideas  

📄      Research Papers  

🈴      Word Embedding Models