Data Science.Knowledge Visualization.Bookworm.Trying to live an efficient, productive life.Learning Vessel.

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

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Markov chain: a random chain of dependencies


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  • Structure of a SQL…


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

Fiction


Hands-on Tutorials

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Why you want to run simulations

  • Simulate processes that are time consuming, i.e., they take a lot of time to setup the right conditions or take a long time to run before you can observe meaningful results. …


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Population


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  • 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 focus directly on frequency, but instead on the range of values in the distribution. …


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How to use SVMs in classification problems.

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Understanding model error and how to improve it.

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Photo by Brett Jordan on Unsplash


Using PCA for dimensionality reduction and visualizing patterns in Python

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