The-AI-Summer / Deep-Learning-In-Production
Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
☆1,140Updated last year
Alternatives and similar repositories for Deep-Learning-In-Production:
Users that are interested in Deep-Learning-In-Production are comparing it to the libraries listed below
- Full Stack Deep Learning Online Course☆893Updated 3 years ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,069Updated 7 months ago
- Public repo for DeepLearning.AI MLEP Specialization☆1,879Updated 4 months ago
- Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-…☆462Updated last year
- Code and files to go along with CS329s machine learning model deployment tutorial.☆605Updated 2 years ago
- Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep lear…☆1,164Updated 2 years ago
- Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng☆360Updated last year
- Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offere…☆455Updated last year
- An ongoing list of pandas quirks☆954Updated last year
- Host repository for the "Reproducible Deep Learning" PhD course☆406Updated 2 years ago
- Software Architecture for ML engineers☆398Updated 2 years ago
- Exercises and supplementary material for the machine learning operations course at DTU.☆658Updated last week
- Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, Apptainer, and more.☆830Updated 2 months ago
- [Book-2021] Practical MLOps O'Reilly Book☆764Updated 2 months ago
- Lab materials for the Full Stack Deep Learning Course☆1,209Updated 2 years ago
- https://huyenchip.com/ml-interviews-book/☆3,649Updated 9 months ago
- Complete deep learning project developed in Full Stack Deep Learning, Spring 2021☆448Updated 3 years ago
- Generic template to bootstrap your PyTorch project.☆642Updated last year
- A curated list of awesome MLOps tools☆4,369Updated 3 months ago
- Source for https://fullstackdeeplearning.com☆1,202Updated 9 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…☆182Updated 3 years ago
- A repository to prepare you for your machine learning interview, involving most of the questions asked by all the tech giants and local c…☆480Updated 7 months ago
- Machine Learning and Computer Vision Engineer - Technical Interview Questions☆3,368Updated 2 months ago
- 🤓 A curated awesome list of Machine Learning Engineering resources. Feel free to contribute!☆279Updated 4 months ago
- AI-related tutorials. Access any of them for free → https://towardsai.net/editorial☆1,005Updated 10 months ago
- 🔥 A collection of PyTorch notebooks for learning and practicing deep learning☆558Updated 2 years ago
- Educational materials on deep learning by Weights & Biases☆602Updated 2 months ago
- Code for the online course "Deployment of Machine Learning Models"☆825Updated 7 months ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆858Updated last year
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆1,944Updated 3 years ago