Hello, and welcome to my blog!

Gradient boosting at work

Here I will post articles about everything I learned during my studies and update/add them whenever I learn something new. In the near future I will post articles on: LASSO, delta method, law of large numbers, CLT and I want to replicate Common statistical tests are linear models which means I will cover the most common statistical tests, more distributions and the most versatile model ever, the linear model! My long term goal is to cover all basic statistical concepts plus some advanced ones and all common ML methods.

I hope these articles may help others in understanding statistics.

Posts

• 

  Title

  Subheader

  Oct 28, 2020

• Matplotlib

  Oct 19, 2020

• Pandas

  Collection for all my ressources, snippets and tricks on pandas

  Oct 18, 2020

• Beta, Dirichlet and the Dirichlet Process

  My reference notebook on the beta and Dirichlet distribution and the Dirichlet Process

  Oct 17, 2020

• Gary King G2001 Course Notes

  My notes on his video lecture series.

  Oct 16, 2020

• SQL

  Example database to learn and review SQL

  Oct 15, 2020

• Recursive functions

  I explore recurive function functionality with some ML applications

  Oct 14, 2020

• Interpretable ML

  Methods for interpreting ML models

  Oct 11, 2020

• Functional Data Analysis

  My refernce notebook for fda.

  Oct 10, 2020