Data Science
Last article written on
Feb 10, 2021
By
Mausam Gaurav
3 Articles tagged in Data Science

 

Article Feb 10, 2021
Article Author   Mausam Gaurav
Page Visits   1461
Machine Learning Data Science General

This article is the continuation of our previous article where we built a simple machine learning app to predict the species of a sample Iris flower. In the previous article, we learned how to create this application from scratch (with Django and React) and we also learned how to put our ...

Article Dec 19, 2019
Article Author   Mausam Gaurav
Page Visits   6276
Machine Learning Data Science Python

Once you have successfully built a machine learning model, one of the first challenges is putting the model into production so that it can be used for realistic purposes. One of the best ways to achieve this is to create a REST API for your model so that the model can ...

Article Sep 23, 2019
Article Author   Mausam Gaurav
Page Visits   4897
Machine Learning Data Science Python

To demonstrate the automated feature selection methods in Python we would use the diabetes dataset. Import the diabetes .csv file into a data-frame with Pandas as below:  

import pandas as pd
names = ['preg', 'plas', 'pres', 'skin', 'test', 'mass', 'pedi', 'age', 'class']
df_diabetes = pd.read_csv('diabetes.csv', names = names)
df_diabetes ...