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Oracle

Machine Learning: Classification using Python and Oracle ATP

Continuing the last article when we created a Jupyter Notebook and used python to connect to an Oracle Autonomous Transaction Processing Database instance, now it’s time to run a classification using the machine learning library called Scikit-Learn. This is a simple demonstration using the Iris dataset and in the near future I intend to show a more real use case. You can download the notebook here: https://github.com/waslleysouza/oracle_autonomous_jupyter/blob/master/atp_classification.ipynb. […]
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Oracle

Connect to Oracle ATP through Jupyter Notebook

Do you know Jupyter Notebook? The Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live codes, equations, visualizations and narrative text. You can use it for data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more. I like to use the Jupyter Notebook for my machine learning projects because it is a very useful tool. In one of my projects I needed to […]
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Oracle

Creating an Oracle Autonomous Transaction Processing (ATP) Database

Continuing our journey on Oracle Cloud Infrastructure solutions, now is the time to talk about the most innovative database solutions of recent times, Oracle Autonomous Databases! You can use two Oracle Database options that are market leader in an environment adjusted and optimized for different workloads: Autonomous Transaction Processing (ATP) is a database for a transactional workload, with a bias toward high volumes of random data access.Autonomous Data Warehouse (ADW) is […]
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Oracle

Creating an Oracle Database Virtual Machine in OCI

As anyone in IT knows, Oracle Database is the best database and most used by companies. If you use Oracle Database in your own datacenter, you need to know that you can migrate and run those databases in the Oracle Cloud, even if you use Oracle Database Options, Exadata, and RAC. Some of the benefits that the cloud offers are the ease and speed of creating database instances with different versions, computing power and storage by choosing a few settings. In this article we will create an Oracle […]
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Oracle

Creating a VM instance in OCI

Some of the benefits that the cloud delivers are the ease and speed to create VMs with different operating systems, computing power, processor type and storage by simply choosing a few settings. Other tasks that are also very easy to do are: Scale in / out, create backups of your boot volumes, create copies or delete VMs. With the cloud everything was greatly simplified! In this article we will create a VM instance with Oracle Linux 7.6. Before we start creating a VM instance, we need to generate […]