Last update: September 11, 2019
- Cloud-based providers – Machine Learning as a Service (MLaaS)
- Azure Machine Learning services
- AWS Machine Learning
- Google Machine Learning
- On-premises
- Microsoft
- SQL Server Machine Learning Services
- Description: Analytics engine embedded in SQL
- Goal: Build and deploy models inside SQL Server
- Machine Learning Server
- Description: Standalone enterprise server for predictive analysis
- Goal: Build and deploy models on pre-processed data
- SQL Server Machine Learning Services
- Open Source
- R Project
- Description: A free software environment for statistical computing and graphics
- Goal: Data manipulation, calculation and graphical display
- Anaconda
- Description: A free and open-source distribution of the Python and R programming languages for scientific computing
- Goal: Develop and deploy AI and machine learning models rapidly into production
- R Project
- Microsoft
- Build your own environment
- Development
- Testing
- Production
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