FernandoLpz / Kubeflow_Pipelines
This repository aims to develop a step-by-step tutorial on how to build a Kubeflow Pipeline from scratch in your local machine.
☆42Updated last year
Alternatives and similar repositories for Kubeflow_Pipelines:
Users that are interested in Kubeflow_Pipelines are comparing it to the libraries listed below
- This is code depository for my upcoming session. Will update details post the session☆40Updated 2 years ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- ☆27Updated 4 years ago
- ☆14Updated last year
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).☆34Updated 3 years ago
- Deep Learning Projects on TensorFlow and Keras☆20Updated 7 months ago
- Deploying Models to Production with Mlflow and AWS Sagemaker☆22Updated 3 years ago
- Serving TensorFlow models with TensorFlow Serving☆44Updated 3 years ago
- Example MLOps using BentoML & mlFlow☆37Updated 3 years ago
- Machine Learning Ops Project☆28Updated 10 months ago
- Demo Computer Vision Project☆60Updated last year
- The repository contains a list of projects which I will work on while learning and implementing MLOps.☆78Updated 2 years ago
- Kubeflow installation on windows 10/11☆16Updated 2 years ago
- Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'☆119Updated last year
- A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.☆26Updated 2 years ago
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.☆43Updated last year
- Example code and notebooks related to mlflow, llmops, etc.☆41Updated 7 months ago
- MLOps hands-on notes, notebooks and scripts of months of learning☆23Updated 2 years 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 2 years ago
- [WIP] Examples for the Intro to ML with Kubeflow book☆204Updated 2 years ago
- This repository contains sample code, which is used for a MLOps Workshop☆26Updated last year
- Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)☆59Updated 3 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆145Updated 9 months ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆133Updated 11 months ago
- Public runnable examples of using John Snow Labs' OCR for Apache Spark.☆89Updated last week
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆79Updated 2 years ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆159Updated last year
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆47Updated 3 years ago