Mikiko Bazeley's starred repositories
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
the-algorithm
Source code for Twitter's Recommendation Algorithm
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
a-picture-is-worth-a-1000-words
I am trying to describe complex matters in simple doodles!
mlops-zoomcamp
Free MLOps course from DataTalks.Club
DevOps-Roadmap
DevOps Roadmap for 2024. with learning resources
ml-engineering
Machine Learning Engineering Open Book
curriculum
📚Open Source Curriculum for CNCF Certification Courses
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
you-dont-need-a-bigger-boat
An end-to-end implementation of intent prediction with Metaflow and other cool tools
deploying-machine-learning-models
Code for the online course "Deployment of Machine Learning Models"
awesome-data-podcasts
A list of awesome data podcasts
Getting-Started-with-Generative-AI
A curated list of articles and tutorials to start with and understand generative AI
LLM-Ops-Cohort-1
Following emerging Large Language Model Operations (LLM Ops) best practices in the industry, you’ll learn all about the key technologies that enable Generative AI practitioners like you to leverage tools like LangChain, LLamaIndex, and more, to build complex LLM applications.
OM-Welcome-Package
Everything you need to know to contribute to OpenMined!
post-modern-stack
Joining the modern data stack with the modern ML stack
treasuretree
A real-world treasure hunt game where the treasures are represented as QR codes in the physical world, and NFTs in the virtual.