MathiasGruber / ProofOfConcept_MLOpsLinks
Example MLOps using BentoML & mlFlow
☆38Updated 4 years ago
Alternatives and similar repositories for ProofOfConcept_MLOps
Users that are interested in ProofOfConcept_MLOps are comparing it to the libraries listed below
Sorting:
- Machine Learning Engineering with MLflow, published by Packt☆115Updated last year
- Reference code base for ML Engineering, Manning Publications☆130Updated 3 years ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 4 years ago
- This repository is to host template for calculating ROI on Artificial Intelligence projects☆45Updated 5 years ago
- An end-to-end project on customer segmentation☆82Updated 2 years ago
- Engineering MLOps, published by Packt☆186Updated 2 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆161Updated last year
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆35Updated last year
- This is code depository for my upcoming session. Will update details post the session☆40Updated 2 years ago
- Production repo to accompany Deep Learning with Structured Data book from Manning: https://www.manning.com/books/deep-learning-with-struc…☆73Updated 3 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 6 months ago
- How to build and deploy an anonymization API with FastAPI and SpaCy☆71Updated 3 years ago
- O'Reilly Katacoda☆56Updated 2 years ago
- Best practices for engineering ML pipelines.☆35Updated 3 years ago
- A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.☆37Updated last year
- Machine Learning Engineering with Python☆185Updated 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
- Serving TensorFlow models with TensorFlow Serving☆42Updated 3 years ago
- This playlist covers model deployment covered as part of course in YouTube - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5PlN1jwOB3…☆100Updated 4 years ago
- ☆16Updated 4 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆87Updated 2 years ago
- Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deploym…☆61Updated 2 years ago
- An example MLFlow project☆48Updated 6 months ago
- The official code repository for "TensorFlow in Action" by Manning.☆90Updated 2 years ago
- ☆65Updated 2 months ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- Mastering Big Data Analytics with PySpark, Published by Packt☆160Updated 10 months ago
- [Video]AWS Certified Machine Learning-Specialty (ML-S) Guide☆121Updated 6 months ago
- End to end MLRun demos☆92Updated last month
- ☆18Updated 7 years ago