Spark Hadoop Ml Pipelines MLOps Tools

There are 8 spark hadoop ml pipelines tools tracked. The highest-rated is Chabane/bigdata-playground at 49/100 with 210 stars.

Get all 8 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),...
49
Emerging
2 jrzaurin/ml-pipeline

Using Kafka-Python to illustrate a ML production pipeline
39
Emerging
3 jaumpedro214/ml-streming-kafka-cdc

Deploying a Machine Learning model streaming application with Apache Kafka
35
Emerging
4 IPVS-AS/MMP-Backend

A Model Management Platform (MMP) for Industry 4.0 Environments (Backend)
33
Emerging
5 jmeisele/ml-ops-kafka

Kafka variant of the MLOps Level 1 stack
32
Emerging
6 zzzzz1st/predictorML

Machine learning and prediction service for Niagara NX platform.

29
Experimental
7 rtybase/pmml-microservice

A toy Phishing Classification Service using PMML for demo purposes
19
Experimental
8 santiagocardin/barkend

Barkend project
11
Experimental