Learning Resources
Collection of AI related articles, reasearch papers, courses, tools, and books that I have found useful. It is a work in progress.
Generative AI on AWS : Building Context-Aware Multimodal Reasoning Applications
Book
OpenAI Cookbook
Learning Resources
A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT
Research Paper
ML Stash
Learning Resources
Jailbreaking LLMs with Stealthiness and Controllability
Research Paper
Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4
Research Paper
Finetuning Transformer Models
Course
Practical Deep Learning for Coders
Course
AI Explorables : Big ideas in machine learning, simply explained by Google
Learning Resources
Hugging Face NLP Course
Course
Build a Large Language Model (From Scratch)
Book
CS50's Introduction to Artificial Intelligence with Python : Harvard University
Course
Anthropic Prompt Library
Learning Resources
Chroma : Chroma is the AI-native open-source vector database
Tool
Introduction to ggml
Article
An Open Course on LLMs, Led by Practitioners
Course
llama : LLMs by Meta
AI Tool
Google Prompt gallery
Learning Resources
Low Level Techniclas of LLMs: Daniel Han
Youtube Video
The Complete Mathematics of Neural Networks and Deep Learning
Youtube video