Machine Learning
Last article written on
Dec 17, 2019
By
Mausam Gaurav
6 Articles tagged in Machine Learning

 

Article Dec 17, 2019
Article Author   Mausam Gaurav
Page Visits   4540
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   4898
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 ...
Article Aug 25, 2019
Article Author   Mausam Gaurav
Page Visits   2404
Machine Learning Python

Prerequisites: You would need to have Jupyter Notebook installed. Python 3.7 and Pandas 0.25.1 were used for this post. You would also need the following packages:

  • plotly   pip install plotly==4.1.0
  • itertools (usually pre-installed with Python)

All the code used in this article, and the ...

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