ifding / ml-system-design
Machine Learning System Design
☆50Updated 3 years ago
Alternatives and similar repositories for ml-system-design:
Users that are interested in ml-system-design are comparing it to the libraries listed below
- A collection of useful resources for Machine Learning System Design☆49Updated 4 years ago
- Gathered multiple pdfs regarding interview questions on machine learning and deep learning☆51Updated 4 years ago
- Interview Questions and Answers for Machine Learning Engineer role☆118Updated 2 years ago
- (Under Construction) I am currently writing a solution from the Medium article "Cracking the Machine Learning Interview," written by Subh…☆87Updated 5 years ago
- The repository contains a list of projects which I will work on while learning and implementing MLOps.☆78Updated 2 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆80Updated 2 years ago
- ☆34Updated 3 years ago
- An assignment for CMU CS11-711 Advanced NLP, building NLP systems from scratch☆171Updated 2 years ago
- Software Architecture for ML engineers☆395Updated 2 years ago
- Library for Multi-objective optimization in Gradient Boosted Trees☆78Updated 6 months ago
- Curriculum and roadmap from 0 to Mastery for MLOps. Adding value to your machine learning model by deploying it for people to use it to s…☆183Updated 3 years ago
- Curated list of technical blogs on machine learning · AI/ML/DL/CV/NLP/MLOps☆180Updated 3 months ago
- 📌 Papers, guides, and mentor interviews on applying machine learning for ApplyingML.com—the ghost knowledge of machine learning.☆197Updated 8 months ago
- Production-Ready Applied Deep Learning☆88Updated last year
- This repository contains everything you need to become proficient in ML System Design with Case Studies☆30Updated last year
- A detailed summary of "Designing Machine Learning Systems" by Chip Huyen. This book gives you and end-to-end view of all the steps requir…☆120Updated last year
- Example machine learning pipeline with MLflow and Hydra☆88Updated last year
- 📚 Curated list of machine learning engineering blogs.☆39Updated 3 months ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆260Updated 2 years ago
- Supplementary Materials for the Deep Learning Book by Ian Goodfellow et al☆53Updated 2 years ago
- A List of Machine Learning Interview Questions.☆47Updated 6 years ago
- AI algorithms☆138Updated 6 months ago
- 🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.☆140Updated 7 months ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆159Updated last year
- Applied Machine Learning Explainability Techniques, published by Packt☆239Updated last year
- Machine Learning for Imbalanced Data, published by Packt☆270Updated 3 weeks ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆55Updated 2 years ago
- A collection of PyTorch notebooks for learning and practicing deep learning☆135Updated 5 years ago
- Example of a Cover letter for AI Residency☆80Updated 5 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆86Updated 2 years ago