AI, Data & Analytics
Data Science & Machine Learning Platforms
Platforms for end-to-end data science and ML lifecycle management.
Top 15 solutions
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Databricks
Databricks Data Intelligence Platform
01
Unified lakehouse + ML.
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Microsoft
Microsoft Azure Machine Learning
02
Enterprise ML on Azure.
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AWS
Amazon SageMaker
03
Broad ML platform on AWS.
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Google
Google Vertex AI
04
Unified AI platform with Gemini.
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Dataiku
Dataiku
05
Visual + code data science.
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DataRobot
DataRobot Enterprise AI Suite
06
AutoML and decision intelligence.
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H2O.ai
H2O.ai Cloud
07
Open source rooted AI cloud.
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Snowflake
Snowflake Cortex
08
AI/ML inside the data cloud.
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IBM
IBM watsonx.ai
09
Foundation model + governance.
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SAS
SAS Viya
10
Mature analytics + ML.
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Cloudera
Cloudera Machine Learning
11
Hybrid data + ML platform.
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Domino
Domino Data Lab
12
Enterprise model ops.
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Alteryx
Alteryx Analytics Cloud
13
Self-service analytics + ML.
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KNIME
KNIME Business Hub
14
Open-source visual data science.
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Anaconda
Anaconda Enterprise
15
Python data science platform.
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