🤖 ML & AI Platforms

Machine learning platforms for model training, deployment, MLOps, and AI infrastructure

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Amazon SageMaker Studio

ML IDE by AWS

⭐ 4.3/5

AWSMLIDE
Visit → Usage-based

Apache Spark

Unified analytics engine for large-scale data

⭐ 4.4/5

big datadistributedopen source
Visit → Free (open source)

BentoML

Unified model serving framework

⭐ 4.5/5

model servingdeploymentopen source
Visit → Free / Custom

ClearML

Open-source MLOps platform

⭐ 4.4/5

MLOpsopen sourcepipelines
Visit → Free / $65+/mo

Comet ML

ML experiment management platform

⭐ 4.4/5

experiment trackingMLOpsmonitoring
Visit → Free / $39+/mo

Dask

Parallel computing with Python

⭐ 4.3/5

parallel computingPythonscalable
Visit → Free (open source)

Databricks

Data and AI platform

⭐ 4.4/5

lakehouseSpark
Visit → Custom pricing

Databricks Notebooks

Collaborative notebooks on Databricks

⭐ 4.5/5

notebooksSparkcollaborative
Visit → Included with Databricks

Dataiku

Everyday AI platform for teams

⭐ 4.4/5

AI platformvisual MLcollaborative
Visit → Free / Custom

DVC (Data Version Control)

Version control for ML projects

⭐ 4.4/5

version controldata versioningGit
Visit → Free / $40+/mo

Evidently AI

ML model monitoring and testing

⭐ 4.5/5

monitoringdata driftmodel quality
Visit → Free / Custom

Feast

Open-source feature store

⭐ 4.3/5

feature storeMLopen source
Visit → Free (open source)

Google BigQuery

Serverless data warehouse

⭐ 4.4/5

Googleserverlesswarehouse
Visit → Free/$5+/TB

Google Colab

Free cloud-hosted Jupyter notebooks

⭐ 4.5/5

cloudfree GPUnotebooks
Visit → Free / $9.99+/mo

Hugging Face

The AI community platform

⭐ 4.7/5

NLPmodelstransformers
Visit → Free / $9+/mo

Kaggle

Data science community and notebook platform

⭐ 4.5/5

communitycompetitionsdatasets
Visit → Free

Kubeflow

ML toolkit for Kubernetes

⭐ 4.1/5

KubernetesML pipelinesopen source
Visit → Free (open source)

Label Studio

Open-source data labeling platform

⭐ 4.5/5

labelingannotationopen source
Visit → Free / Custom

MLflow

Open source ML lifecycle

⭐ 4.4/5

MLOpsopen source
Visit → Free

Neptune.ai

Experiment tracking for ML teams

⭐ 4.6/5

experiment trackingmodel registryMLOps
Visit → Free / $49+/mo

Ray

Distributed computing framework for ML

⭐ 4.5/5

distributedscalingPython
Visit → Free (open source)

Saturn Cloud

Scalable data science in the cloud

⭐ 4.4/5

cloudDaskGPU
Visit → Free / $50+/mo

Seldon Core

ML model deployment on Kubernetes

⭐ 4.3/5

model servingKubernetesdeployment
Visit → Free / Custom

TensorFlow Extended (TFX)

End-to-end ML platform

⭐ 4.2/5

TensorFlowproduction MLGoogle
Visit → Free (open source)

Weights & Biases

ML experiment tracking

⭐ 4.7/5

MLOpsexperiment tracking
Visit → Free/$50+/user/mo

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