Joel's starred repositories
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
powerlevel10k
A Zsh theme
mamba-minimal
Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
linux-sysadmin-interview-questions
Collection of Linux Sysadmin/DevOps interview questions
soft-eng-interview-prep
Everything you need to know for a Software Engineering interview
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
hackathon-starter
A boilerplate for Node.js web applications
Data-Science-Interview-Resources
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
CrackingTheSQLInterview
DBMS Concepts, SQL Queries & Schema Design for your Interviews.
the-algorithm
Source code for Twitter's Recommendation Algorithm
pandas_exercises
Practice your pandas skills!
SQL-Data-Analysis-and-Visualization-Projects
SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.
darkreader
Dark Reader Chrome and Firefox extension
data-science-interviews
Data science interview questions and answers
tailwindcss
A utility-first CSS framework for rapid UI development.