Swetha LakshmananinTowards AIIntroduction to Gaussian DistributionMachine learning models such as linear and logistic regression assume that the variables are normally distributed. Others benefit from…4 min read·Jun 19, 2019----
Swetha LakshmananinTowards AIHow, When and Why Should You Normalize/Standardize/Rescale Your Data?Before diving into this topic, lets first start with some definitions.7 min read·May 16, 2019--13--13
Swetha LakshmananinTowards AIOutlier Detection and Treatment: A Beginner's Guide8 ways to identify and treat outliers in your data-set using python.11 min read·May 8, 2019--4--4
Swetha LakshmananSimple Ways To Extract Features From Date Variable Using PythonEasy ways to gain insights into a dataset.4 min read·Apr 30, 2019----
Swetha LakshmananinTowards AIExploratory Data Analysis: Baby StepsA classical approach that helps you to quickly build a relationship with the new data. I have covered the basics of EDA in this article.7 min read·Apr 25, 2019--10--10