Spark Hadoop Ml Pipelines MLOps Tools
There are 4 spark hadoop ml pipelines tools tracked. The highest-rated is Chabane/bigdata-playground at 42/100 with 210 stars.
Get all 4 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mlops&subcategory=spark-hadoop-ml-pipelines&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
Chabane/bigdata-playground
A complete example of a big data application using : Kubernetes (kops/aws),... |
|
Emerging |
| 2 |
jrzaurin/ml-pipeline
Using Kafka-Python to illustrate a ML production pipeline |
|
Emerging |
| 3 |
jaumpedro214/ml-streming-kafka-cdc
Deploying a Machine Learning model streaming application with Apache Kafka |
|
Experimental |
| 4 |
jmeisele/ml-ops-kafka
Kafka variant of the MLOps Level 1 stack |
|
Experimental |