Repository navigation

ml-system-design

Website
Wikipedia

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

Amazon Web Services bytewax comet-ml generative-ai large-language-models machine-learning-engineering ml-system-design mlops qdrant qwak course Docker Infrastructure as code llmops pulumi rag

Python

4089

681

4 个月前

PacktPublishing / LLM-Engineers-Handbook

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

genai 大语言模型 llmops mlops rag Amazon Web Services fine-tuning-llm llm-evaluation ml-system-design

Python

3943

891

5 个月前

decodingml / articles-code

💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML

mlops 机器视觉 large-language-models machine-learning-engineering ml-system-design system-design

Jupyter Notebook

137

5 个月前

amitshekhariitbhu / machine-learning-interview-questions

Your Cheat Sheet for Machine Learning Interview – Questions and Answers.

深度学习面试大语言模型 llm-interview 机器学习 machine-learning-interview ml-system-design 人工智能

Markdown

6 天前

BarisYazici / ml_robotics_interview_prep

Machine learning robotics engineer preparation material.

behavior-cloning cnn 机器视觉 diffusion ml-system-design motion-capture reinforcement-learning rnn Robotics robotics-control slam transformers

HTML

5 个月前

pabroux / llm-engineers-handbook

LLM Engineer's Handbook by Paul Iusztin and Maxime Labonne with pixi.

fine-tuning-llm genai 大语言模型 llm-evaluation llmops ml-system-design mlops pixi rag Amazon Web Services

Python

12 天前

anastasiamkh / engineering-machine-learning-systems

Structured notes on designing scalable and fault-tolerant ML systems, to refresh your knowledge and help you prepare for a system design interview. Covers system design, MLOps, and case studies.

architecture data-engineering DevOps distributed-systems end-to-end-machine-learning engineering 面试 interview-preparation 机器学习 machine-learning-interview ml-system-design ml-systems mlops Python system-design system-design-interview tech

7 个月前

a-tabaza / ml_systems

My Humble Foray into ML Systems Architecture

ml-system-design

1 年前

Blacksujit / Intent-Detection-Assesement-Round

This is my assesement round submission to the U.S. based startup internship 2024

agent-based-modeling ai-agents classification-model embeddings fine-tuning ml-system-design user-agent weights-and-biases

Jupyter Notebook

8 个月前

PrachiJainxD / InterviewSupport

A supportive guide for your technical interviews.

interview-preparation 面试 ml-system-design Python

8 天前

mnguyen0226 / fund_classification_ml_system

Fund Classification ML System

ml-system-design Streamlit

Python

3 天前