This site is built with fastpages, An easy to use blogging platform with extra features for Jupyter Notebooks.

fastpages automates the process of creating blog posts via GitHub Actions, so you don’t have to fuss with conversion scripts. A full list of features can be found on GitHub.

Posts

  • Regular expressions and word tokenization

  • Cross Validation

  • Selecting the best model with Hyperparameter tuning.

  • Validation Basics

  • Basic Modeling in scikit-learn

  • Dealing with Messy Data

  • Creating Features

  • Dealing with Text Data

  • Conforming to Statistical Assumptions

  • Selecting features for modeling

  • Preprocessing - Putting it all together

  • Standardizing Data

  • Feature Engineering

  • Introduction to Data Preprocessing

  • Feature extraction