1.1 Machine Learning Overview
Machine learning is a subset of Artificial Intelligence (AI) that focuses on building systems that learn or improve performance based on the data they consume.
- What Is Machine Learning?
Machine learning is a technique that discovers previously unknown relationships in data. - Benefits of Machine Learning
Machine learning is a powerful technology that can help you find patterns and relationships within your data. - Define Your Business Problem
Enterprises face problems such as classifying documents, predicting the financial outcomes, detecting hidden patterns and anomalies, and so on. Machine learning can help solve such problems provided that you have clear understanding of the business problem with enough data and learn to ask the right questions to obtain meaningful results. - What Do You Want to Do?
Multiple machine learning techniques, also referred to as "mining function", are available through Oracle Database and Oracle Autonomous Database. Depending on your business problem, you can identify the appropriate mining function, or combination of mining functions, and select the algorithm or algorithms that may best support the solution. - Discover More Through Interfaces
Oracle supports programming language interfaces for SQL, R, and Python, and no-code user interfaces such as OML AutoML UI and Oracle Data Miner, and REST model management and deployment through OML Services.
Parent topic: Overview