Python
Last article written on
Dec 19, 2019
By
Mausam Gaurav
8 Articles tagged in Python

 

Article Dec 19, 2019
Article Author   Mausam Gaurav
Page Visits   7733
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 Dec 17, 2019
Article Author   Mausam Gaurav
Page Visits   6135
Machine Learning Neural Networks Python

Designing a neural network means creating the right architecture to achieve optimum results. This optimum, more than often, is 'vague' as this depends on the balance of model performance and computational expenses required to train the model and predict. However, even with this loosely defined term 'optimum', to begin with ...

Article Sep 23, 2019
Article Author   Mausam Gaurav
Page Visits   6001
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 ...
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