Comprehensive list of data science platforms. Sometimes known also as machine learning platforms, ai platforms or DSML platforms.

List of data science platforms

Read reviews about data science platforms when they exist, or visit on their home page.

Data science platformTypeDescriptionHeadquarters MLOpsEnd-to-end MLOps platform.USA
Anaconda Cloud Data ScienceEnd-to-end data science platform.USA
Azure MLFull stackFull stack data science in Azure cloudUSA
AWS SagemakerFull stackFull stack data science in AWSUSA
Big ML Full stackComprehensive Machine Learning Platform.USA
BodoData processingFaster alternative for Spark to run massive ETL jobs in PythonUSA
Cleanlab Lowe codeData curation for LLMs and the modern AI stackUSA
ClearMLFull stackRobust MLOps platform for end-to-end solutionsIsrael
cnvrg.ioMLOpsMLOps platform with the focus on Kubernetes deploymentsIsrael
Cocalc WorkspaceCollaborative Calculation and Data ScienceUSA
DatabricksFull stackManaged Spark with comprehensive offeringUSA
Dataiku Low-codeLarge ecosystem for citizen data scientistsUSA
DataloreFull stackCollaborative data science platform with great notebook experienceCzechia
Datrics Low-codeA no-code platform for analytics and data scienceUSA
Deep block Low-codeTrain AI models without codingSouth Korea
Deepnote WorkspaceExplore data with Python and SQL, work together with your team, and share insightsUSA
Fosfor Refract Full stackEnterprise AI platformIndia
GCP BigQueryDatabaseIntegrated functionalities for MLUSA
GCP Vertex AIFull stackEmphasize on Docker and TensorflowUSA
Google ColabFull stackFree platform for researchers and studentsUSA
HPE Ezmeral ML Ops Full stackUSA
IBM Watson Studio Full stackRenamed from Data Science Experience platform to current name on 2018USA
Intel DevCloud JupyterLab WorkspaceJupyter notebooks in Intel cloudUSA WorkspaceAI-powered data analysisUSA
Jupyter in DockerWorkspaceFree open source option for developers-
Label Box Understanding of your data and harnessing what drives model performanceUSA
Lattice Flow Accelerate ML TeamsSwitzerland
Livebook in WorkspaceWrite interactive and collaborative code notebooksUSA
Neptune AIMLOpsLog experiments and ML models versions from any environment.Poland
Nucleus Better ML models through data exploration, curation & quality assurance.USA Full stackPlug-and-play MLOps on your cloudUSA
PaperspaceFull stackML platform with their own data centers and IPU processorsUSA
PyScript WorkspacePython scripts in browser UI, By AnacondaUSA
Python Anywhere WorkspaceHost, run, and code Python in the cloud by AnacondaUSA
Saturn CloudFull stackData science workspace with Dask clusterUSA
SmartPredictFull stackPredictions for pre-defined cases in drag and drop UIFrance
Vaex Data processingWorks with huge tabular data, processes 10^9 rows/second.Netherlands

Pipelines, infrastructure and development

This site is more focused on data exploration and business value than infrastructure. For this reason, these platforms are not top priority.

ActiveLoop PyTorch data loader
Anyscale Managed Ray from the library founders. one of the founders is also Databricks founder.
Baseten Baseten is the simplest way to put a model behind an API or webapp hosted on fully managed, scalable infrastructure.
Bento ML Open source library and possibility for their cloud product
Cencius Model monitoring.
dbt Data pipelines
Ellie AI Database modeling
Fiddler Model monitoring
Meltano CLI & version control for ELT
MetaFlow Makes it quick and easy to build and manage real-life data science and ML projects. Originally from Netflix.
ModelOp Enterprise ModelOps platform to govern and scale AI initiatives
Navio, craftworks Manage, deploy and monitor Machine Learning models
Nvidia Triton Inference server Inference serving software that helps standardize model deployment and execution
OctoML Automate Model Deployment at Peak Performance
Pachyderm Combined ETL and MLOps pipelines
Polyaxon Reproduce, automate, and scale your data science workflows
Qwak ML + data ETL GPU Orchestration Platform for AI/ML Teams
Sagify MLOps for AWS
ScaleTorch PyTorch at scale
SegMind Optimization and deployment platform for generative AI
Seldon Manage and audit machine learning pipelines
Square Factory End-to-end MLOps platform
Superwise ML monitoring
Teachable Hub Fully-managed platform bringing ML teams together to deploy, serve, and share models
Tecton Design and Manage the Entire ML Feature Lifecycle
Ultralytics Deploy YOLO models to mobile apps
Union Managed Flyte
Valohai A platform that stores all knowledge

Data science communities

Hugging Face Model sharing
Kaggle Machine learning competitions

Use case specialized solutions

This site is focused on data science platforms that solve generic business problems. These platforms will not be reviewed.

Applied Intuition AutomotiveSoftware solutions for automotive
Clarifai Computer visionPlatform for computer vision, natural language processing, and automatic speech recognition.
CogniacComputer visionComputer vision platform. Partnered with Cisco.
Hasty Computer VisionDeploy AI vision solutions faster from manufacturing industry
Krista Process automationOrchestrates business processes across people and apps
Patterns Process automationApp automation including GPT
Rerun Computer VisionVisualize computer vision
Superb AI The Computer Vision Platform
Fortellix Automotive