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   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 ...
Article Sep 22, 2019
Article Author   Mausam Gaurav
Page Visits   1432
Python
While the Anaconda installer for Windows is pretty useful, and comes with support for Jupyter notebooks pre-installed, you may end up with a number of python packages and other stuff which most likely you are not going to use for your project. It is always better to have a minimalist ...
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