MMBazel's Stars
donnemartin/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
twitter/the-algorithm
Source code for Twitter's Recommendation Algorithm
microsoft/generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
fastai/fastbook
The fastai book, published as Jupyter Notebooks
vdumoulin/conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
girliemac/a-picture-is-worth-a-1000-words
I am trying to describe complex matters in simple doodles!
DataTalksClub/mlops-zoomcamp
Free MLOps course from DataTalks.Club
stas00/ml-engineering
Machine Learning Engineering Open Book
VGraupera/1on1-questions
Mega list of 1 on 1 meeting questions compiled from a variety to sources
thoughtbot/laptop
A shell script to set up a macOS laptop for web and mobile development.
sqlfluff/sqlfluff
A modular SQL linter and auto-formatter with support for multiple dialects and templated code.
bentoml/BentoML
The easiest way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Multi-model Inference Graph/Pipelines, LLM/RAG apps, and more!
cncf/curriculum
📚Open Source Curriculum for CNCF Certification Courses
ahkarami/Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
kelvins/awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
run-llama/llama-hub
A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain
jonkrohn/ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
chiphuyen/dmls-book
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
paulgp/applied-methods-phd
Repo for Yale Applied Empirical Methods PHD Course
jacopotagliabue/you-dont-need-a-bigger-boat
An end-to-end implementation of intent prediction with Metaflow and other cool tools
trainindata/deploying-machine-learning-models
Code for the online course "Deployment of Machine Learning Models"
keyboardio/Chrysalis
Graphical configurator for Kaleidoscope-powered keyboards
DataTalksClub/awesome-data-podcasts
A list of awesome data podcasts
okeeffed/cheat-sheets
paulgp/GaryChamberlainLectureNotes
OpenMined/OM-Welcome-Package
Everything you need to know to contribute to OpenMined!
jacopotagliabue/post-modern-stack
Joining the modern data stack with the modern ML stack
zenml-io/zenbytes
A simple guide to MLOps through ZenML and its various integrations.
chrishwiggins/mise
public mise ( http://en.wikipedia.org/wiki/Mise_en_place )
brson/treasuretree
A real-world treasure hunt game where the treasures are represented as QR codes in the physical world, and NFTs in the virtual.