FourthBrain / software-dev-for-mlops-101Links
Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.
☆240Updated last year
Alternatives and similar repositories for software-dev-for-mlops-101
Users that are interested in software-dev-for-mlops-101 are comparing it to the libraries listed below
Sorting:
- Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng☆365Updated 2 years ago
- Educational materials on deep learning by Weights & Biases☆627Updated 6 months ago
- This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.☆412Updated 6 months ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆161Updated last year
- Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-…☆475Updated last year
- Engineering MLOps, published by Packt☆186Updated 2 years ago
- Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three …☆240Updated 4 years ago
- mlops template☆287Updated 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
- [Book-2021] Practical MLOps O'Reilly Book☆818Updated 6 months ago
- Applied Machine Learning Explainability Techniques, published by Packt☆247Updated last year
- ☆48Updated 11 months ago
- Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)☆60Updated 3 years ago
- Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offere…☆462Updated last year
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.☆166Updated 10 months ago
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆134Updated 2 years ago
- This repository contains the files to build your very own AI image generation web application! Outlined are the core components of the F…☆170Updated 2 years ago
- 🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, buildin…☆930Updated last year
- My repo for the Machine Learning Engineering bootcamp 2022 by DataTalks.Club☆21Updated last year
- Machine Learning Engineering with Python☆185Updated 2 years ago
- Machine Learning for Imbalanced Data, published by Packt☆275Updated 5 months ago
- MLOps maturity assessment☆60Updated 2 years ago
- Reference code base for ML Engineering, Manning Publications☆130Updated 4 years ago
- Tutorials on creating a reproducible and maintainable data science project☆146Updated 3 years ago
- ☆57Updated last year
- ☆32Updated 2 years ago
- Code repository for the online course Feature Engineering for Machine Learning☆395Updated last year
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆92Updated last year
- A repository for all ZenML projects that are specific production use-cases.☆266Updated 3 weeks ago