ML Education
A Repo to store the Google Colaboratory Notebooks that I have created and shared
Learn by experimenting on state-of-the-art machine learning models and algorithms with Jupyter Notebooks.
An assignment for CMU CS11-711 Advanced NLP, building NLP systems from scratch
Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
Statistical Rethinking Course for Jan-Mar 2023
this repository accompanies the book "Grokking Deep Learning"
12 Weeks, 24 Lessons, AI for All!
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Lab assignments for Introduction to Data-Centric AI, MIT IAP 2024 ๐ฉ๐ฝโ๐ป
Master the command line, in one page
A curated list of Generative AI tools, works, models, and references
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.
the statistics handbook open source repository
A Javascript AI getting started stack for weekend projects, including image/text models, vector stores, auth, and deployment configs
Advanced Python Mastery (course by @dabeaz)
Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI
๐ Introduction to Modern Statistics - A college-level open-source textbook with a modern approach highlighting multivariable relationships and simulation-based inference. For v1, see https://openinโฆ
Meta-CoT: Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models
๐๐ง ๐ฌ Supercharged Custom Instructions for ChatGPT (non-coding) and ChatGPT Advanced Data Analysis (coding).
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด