Hands-on Tutorials

Image by author.

The Poisson distribution models the probability that a given number of…


Image by author.

Classifying your daily productivity


HANDS-ON TUTORIALS

Your dog’s nap time as a regularized linear model

Image by author
  1. Is very expressive and captures the real patterns in the data.
  2. Generates predictions that are not too far off from the actual values,

Overfitting


Markov defined a way to represent real-world stochastic systems and processes that encode dependencies and reach a steady-state over time.

Image by Author

Markov chain: a random chain of dependencies


Image by Carolina Bento.

The long-game mindset is a decision-making approach that focuses on the long-term outcomes and impact of your decisions.


Image by Author
  • Structure of a…


  • Fiction,
  • Science,
  • Entrepreneurship & history behind high-performers,
  • Personal development & curiosity.

Fiction


Hands-on Tutorials

Why you want to run simulations

  • Simulate processes that are time consuming, i.e…


Population


  • Understand the spread of the data.
  • Spot outliers.
  • Compare distributions, and how small tweaks in the boxplot visualization make it easier spot differences between distributions.

Understanding the spread of the data

Boxplots don’t…

Carolina Bento

I write about Data Science, Data Visualization, books and learning more effectively 📚🌱💡🚀 @carolinabento

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