Hi there!

You’ve stumbled upon my blog, where I post data science related stuff with the purpose of learning, improving my own understanding of the subject and, of course, killing some precious time.

Posts

• Introduction to neural nets with fastai

  Understanding basics of deep learning with fastai and pytorch

  Nov 10, 2020

• Automated feature engineering with featuretools

  AI automates job of data scientist GASP.

  Nov 6, 2020

• Dimensionality reduction and feature selection

  How to reduce number of inputs while maintaining accuracy?

  Apr 11, 2020

• Categorical preprocessing

  How to deal with categorical data for tree based algorithms

  Apr 10, 2020

• Missing value imputation using Sklearn pipelines

  Exploring missing value imputation techniques and how to combine them in a Sklearn pipeline.

  Mar 20, 2020