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Pablo Gutierrez
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  • Madrid
  • Spain
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Profile Information

Company:
Telefonica
Job Title:
Analyst
Seniority:
Technical
Job Function:
Data Science, Machine Learning, Business Analytics, BI
Industry:
Telco
LinkedIn Profile:
http://https://www.linkedin.com/in/pablogutierrezastilleros/
Interests:
Contributing, Networking

Pablo Gutierrez's Blog

Entropy of rolling dices

Posted on May 21, 2020 at 6:53am 0 Comments

The Entropy is one of the most important concepts in many fields like physics, mathematics, information theory, etc.

Entropy is related to the number of states that one stochastic system can take and how this system will evolve with time, in such a way that the uncertainty will be maximized.

This will happened y two ways, first, every system will choose the configuration with a higher degree of entropy among all that are available and second, if we let the system evolve, after…

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Nonlinear regression of COVID19 infected cases.

Posted on April 12, 2020 at 11:23am 5 Comments

In 1927, W. O. Kermack y A. G. McKendrick described the first mathematical model for infectious diseases using a set of differential equations. This model is called SIR because of the three states one individual can have.

These states are:

  • Susceptible: The individuals that can be infected by the disease
  • Infected: The individuals that have been infected and suffer the disease.
  • Recovered: The individuals that recovered from the disease and have become…
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An easy way to evaluate the probability of winning a commercial opportunity

Posted on November 26, 2019 at 3:05am 0 Comments

When ever we visit a client and present our proposal, we start wondering if it will be accepted or rejected by the customer. Usually, our customer will analyze our proposal, compare it with other competitors’ and make a decision.

In order to build our commercial forecast system, we need to assign a probability to every proposal we have presented and assign a numerical value to every one of them.

One way of doing this is multiplying the value of the proposal by the probability of…

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