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Furkan Artunç
Furkan Artunç

19 Followers

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Published in Towards Data Science

·Dec 12, 2020

Serving Machine Learning Models from Python

A comprehensive representation to serve pmml models for prediction via rest calls — In this article I am going to show how to built a simple model server application using pypmml, os.stat module and Flask. The main serving format will be pmml but it can be extended other formats (which are supported by pypmml ) as well. Why PMML ? Before starting to talk about details…

Machine Learning

6 min read

Serving Machine Learning Models from Python
Serving Machine Learning Models from Python
Machine Learning

6 min read


Nov 28, 2020

Computing The Least-Squares Regression Line for Given Data from Scratch using Python

Curve fitting is a technique to find a best function that represents the given data points. Least-Squares Regression is a method of curve fitting which is commonly used over-determined equations (when there are more equations then unknown). In this article, I will show finding the best-fit line for given data…

Machine Learning

3 min read

Computing The Least-Squares Regression Line for Given Data from Scratch using Python
Computing The Least-Squares Regression Line for Given Data from Scratch using Python
Machine Learning

3 min read

Furkan Artunç

Furkan Artunç

19 Followers

MSc. Student @ITU | Software Engineer & Machine Learning Engineer

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