Unlock the full potential of AI with Building LLMs for Production—our 470+ page guide to mastering LLMs with practical projects and expert insights!


5 Different Ways to Build ML Models!
Latest   Machine Learning

5 Different Ways to Build ML Models!

Last Updated on July 24, 2023 by Editorial Team

Author(s): Deepak Sekar

Originally published on Towards AI.

We have come across data science platforms and ML offerings targeted for expert audiences who have Python/ R/ Matlab..etc skills and who understand algorithms/ kernels..etc.

But, what if people who understand data very well but do not have expert skills also need to explore the AI/ ML world?

5 ways to build ML models in the Oracle World are

In this article, we see how to build a binary classification model in 3 different ways using the same data source. Based on the interest (medium claps) I will then extend this article to include the other 2 ways

Data Source — Oracle Autonomous Database

Binary Classification ML Model using:

  1. Using SQL/ PLSQL in the Oracle Database (Build in the database and execute in the database — move the code and not the data)
  2. Using Oracle Analytics Cloud (Build where data is being analyzed and visualized — BI/ Viz)
  3. Using Oracle Cloud Infrastructure Data Science (Build in a dedicated Data Science Environment)

Using Apache Zeppelin notebooks using SQL/ PLSQL in the Oracle Autonomous Database

Using Oracle Analytics Cloud

Using Oracle Cloud Infrastructure Data Science

I have covered this in the below article

Three things that matter in Data Science — What? How? Why?

In my previous article…


Welcome to the world of data science done right!

Please don’t forget to clap if you liked this article 🙂

The views expressed are those of the author and not necessarily those of Oracle. Contact Deepak Sekar

Additional References






Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI

Feedback ↓