Oracle Machine Learning
E490093
Oracle Machine Learning is a suite of in-database machine learning algorithms and tools from Oracle that enables data scientists and analysts to build, deploy, and manage predictive models directly within Oracle databases.
Statements (50)
| Predicate | Object |
|---|---|
| instanceOf |
Oracle product
ⓘ
machine learning software suite ⓘ |
| designedFor |
application developers
ⓘ
data analysts ⓘ data scientists ⓘ |
| developer | Oracle Corporation NERFINISHED ⓘ |
| feature |
AutoML capabilities
ⓘ
REST APIs ⓘ SQL APIs ⓘ data preparation functions ⓘ graphical user interface ⓘ in-database model scoring ⓘ in-database model training ⓘ model evaluation metrics ⓘ model explainability tools ⓘ notebook interface ⓘ parallel execution ⓘ scalability to large datasets ⓘ security integration with Oracle Database ⓘ |
| goal |
build predictive models directly in the database
ⓘ
eliminate data movement for analytics ⓘ operationalize machine learning in Oracle environments ⓘ |
| hasComponent |
Oracle Machine Learning AutoML UI
NERFINISHED
ⓘ
Oracle Machine Learning Notebooks NERFINISHED ⓘ Oracle Machine Learning Services NERFINISHED ⓘ Oracle Machine Learning for Python NERFINISHED ⓘ Oracle Machine Learning for R NERFINISHED ⓘ Oracle Machine Learning for SQL NERFINISHED ⓘ |
| integratesWith |
Oracle Analytics Cloud
NERFINISHED
ⓘ
Oracle Autonomous Data Warehouse NERFINISHED ⓘ Oracle Cloud Infrastructure NERFINISHED ⓘ |
| partOf | Oracle Database ecosystem ⓘ |
| runsOn |
Oracle Autonomous Database
NERFINISHED
ⓘ
Oracle Database NERFINISHED ⓘ Oracle Exadata NERFINISHED ⓘ |
| supports |
Python-based machine learning
ⓘ
R-based machine learning ⓘ SQL-based machine learning ⓘ anomaly detection ⓘ classification ⓘ clustering ⓘ data mining ⓘ feature extraction ⓘ in-database machine learning ⓘ model deployment ⓘ model management ⓘ predictive analytics ⓘ regression ⓘ text mining ⓘ time series analysis ⓘ |
Referenced by (1)
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