jjbarriosmx/oml4py

Oracle Machine Learning for Python

Oracle Machine Learning with Python Workshop

Artificial Intelligence and Machine Learning have become increasingly necessary for enterprises to translate today's data into direct business value. This course introduces learners to the basic concepts of AI/ML, using a mix of engaging lectures and hands-on activities to help you navigate the first steps in this exciting field. The exercises present real world use cases that show how Oracle is actively helping companies maximize business benefits through AI and ML.

This hands-on workshop focuses on Oracle Machine Learning for Python (OML4Py) which enables AI and ML capabilities of the Oracle Database in conjunction with the popular Python programming language and Jupyter notebooks. You will learn to apply machine learning concepts and algorithms to solve real-world problems ranging from data acquisition and feature engineering, to creating ML models and tuning for optimal results.

Workshop Requirements

• Access to Oracle Cloud Infrastructure
  • Provided by the instructor for instructor-led workshops
• Access to a laptop or a desktop
  • Requires Microsoft Remote Desktop software
• Knowledge of Python is a plus but not required
• No previous knowledge of machine learning required

Access the Labs Using Our Web Interface

Click here to use our easy to navigate HTML format.

Access the Labs on the Repo

Alternatively, you can follow the labs on this repo :

• About this lab
• Setup the Lab Environment
• Getting Started with OML4Py
• Data Preparation and Exploration
• Embedded Python Execution
• Using Regression to Estimate House Prices
• Automatic Machine Learning with Python

Oracle Cloud Account

Trial Account

If you don't have an Oracle Cloud account then you can quickly and easily sign up for a free trial account that provides:

• $300 of free credits good for up to 3500 hours of Oracle Cloud usage
• Credits can be used on all eligible Cloud Platform and Infrastructure services for the next 30 days
• Your credit card will only be used for verification purposes and will not be charged unless you 'Upgrade to Paid' in My Services

Click here to request your trial account: https://cloud.oracle.com/tryit

Learn More about Oracle Machine learning

• Oracle Artificial Intelligence
• Getting Started with Oracle Machine Learning
• Oracle Machine Learning Solutions