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AI & Machine Learning

Ml System Design

Ml System Design is a critical skill in modern ai & machine learning. Master it through hands-on projects, curated resources, and community-driven learning. Complete learning hub with 100+ sources from across the internet.

Salary Range
$85k – $180k
Jobs Available
12,000+
Demand Score
78/100
Time to Learn
3-6 months to job-ready

Complete Ml System Design Learning Hub

Every free & paid resource, tool, community, and platform to master Ml System Design

Top GitHub Repositories

15 trending repos to learn from

Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies

10,994

This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are orga

cirosantilli/china-dictatorship

HTML
3,213

反中共政治宣传库。Anti Chinese government propaganda. 住在中国真名用户的网友请别给星星,不然你要被警察请喝茶。常见问答集,新闻集和饭店和音乐建议。卐习万岁卐。冠状病毒审查郝海东新疆改造中心六四事件法轮功 996.ICU709大抓捕巴拿马文件邓家贵低端人口西藏骚乱。Friends who live in China and have real name on ac

mercari/ml-system-design-pattern

2,931

System design patterns for machine learning

gege-circle/.github

2,016

这里是GitHub的草场,也是戈戈圈爱好者的交流地,主要讨论动漫、游戏、科技、人文、生活等所有话题,欢迎各位小伙伴们在此讨论趣事。This is GitHub grassland, and the community place for Gege circle lovers, mainly discusses anime, games, technology, lifing and other t

themanojdesai/genai-llm-ml-case-studies

1,676

A collection of 500+ real-world ML & LLM system design case studies from 100+ companies. Learn how top tech firms implement GenAI in production.

mallahyari/ml-practical-usecases

1,302

A database of 650 Machine Learning (ML) system design case studies from 100+ companies.

junfanz1/Awesome-Senior-Engineer-Algorithms-Review

1,002

Data Structure Algorithms, (GenAI/ML) System Design, Machine Learning, DevOps coding interview practices

eugeneyan/ml-design-docs

716

📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)

3 books curated from Google Books

Salary Impact of Ml System Design

Estimated earning potential across career levels

Entry Level (0-2y)
$50-80k
₹4 – ₹8 LPA India
Mid-Level (2-5y)
$80-140k
₹8 – ₹18 LPA India
Senior (5+y)
$140-250k+
₹18 – ₹40+ LPA India

Salary ranges are market estimates and vary significantly based on primary job title, location, and seniority level.

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