Sign in

Software Engineer, Data Science enthusiast, Programmer

Select the best set of features using recursive feature selection

Image by Arek Socha from Pixabay
  • Garbage In, Garbage Out: The quality of data that goes towards training the model determines the quality of the output model. …


How to extract and convert tables from PDFs into Pandas Dataframe using Camelot

Image by Megan Rexazin from Pixabay


Develop ARIMA, SARIMAX, FB Prophet, VAR, and ML models using Auto-TS library

Image by Mediamodifier from Pixabay


Deep dive understanding of Fuzzy C-Means Clustering Algorithm

Image by Mediamodifier from Pixabay
  • Data points in the same cluster are close to each other and hence they are very similar
  • Data points in different clusters are far apart and are different from each other.


Fast Feature Selection using Featurewiz

Image by Arek Socha from Pixabay


Distribute Python workload by parallel processing using these frameworks

Image by chiplanay from Pixabay

Dask:


Use Modin to scale your data explorations and visualization

Photo by Tim Gouw on Unsplash


When to use which test — T-test, Chi-square Test, ANOVA

Image by Mohamed Hassan from Pixabay


FlashText — A better alternative of Regex for NLP tasks

Image by Michal Jarmoluk from Pixabay


Popular strategies to select the best features

Image by Mohamed Hassan from Pixabay, Edited using Pixlr

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store