Learn about the Oracle Machine Learning for Python and how it integrates the advantages of Python with the scalability and performance of Oracle Database while enabling Python functionality on database data as if they were native Python objects.
Users transparently move from Python functions written for single core to overloaded functions leveraging database parallelism and scalability. Oracle Machine Learning for Python allows users to manipulate data in Oracle Database tables and views using Python syntax and functions, but translating Python functionality into SQL for in-database execution.
Users develop and operationalize comprehensive scripts for analytical applications without leaving the Python environment. Directly integrate user-defined Python scripts into applications and dashboards by immediately invoking Python scripts from SQL. This drastically reduces time-to-market by eliminating porting Python code and developing custom infrastructure, while enabling immediate updates to application code.