Felipe Sanchez Garzón – Medium

Felipe Sanchez Garzón

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Felipe Sanchez Garzón
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Towards Data Science

Bayesian Thinking: Why one test maybe ist not enought to detect a virus in your body?

Suppose that it exist a very rare virus. I show through Bayesian logic that perhaps taking a single test is not enough to detect it .

6 min readNov 2, 2017

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Bayesian Thinking: Why one test maybe ist not enought to detect a virus in your body?

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Pinned

Felipe Sanchez Garzón
in
Towards Data Science

Can we predict cost overruns in Oil and Gas Engineering Projects using Data Science?

I explore a database of oil & gas project failure causes and apply a Bayesian model to predict the probability of cost overruns.

10 min readSep 3, 2019

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Can we predict cost overruns in Oil and Gas Engineering Projects using Data Science?

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Felipe Sanchez Garzón
in
Towards AI

The story behind Bayesian networks

Dive into the tale of AI’s unsung hero! With Bayesian Networks, he made a big splash, proving size isn’t everything in the data-driven world

7 min readJul 24, 2023

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The story behind Bayesian networks

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Felipe Sanchez Garzón
in
DataDrivenInvestor

Leveraged ETF vs Market Volatility

In this post I explain that investing in a leveraged ETF may be a good idea on the long term if volatility does not work against you.

12 min readApr 23, 2022

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Leveraged ETF vs Market Volatility

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Felipe Sanchez Garzón
in
Agile Insider

How to make Project Management Maturity Models useful for Agile Projects?

PM maturity models are used to evaluate and improve PM. Is it possible to learn from them to create a new model applied to agile PM ?

12 min readMar 14, 2022

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How to make Project Management Maturity Models useful for Agile Projects?

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Felipe Sanchez Garzón
in
Towards AI

How to build a complex Hybrid AI model to predict oil and gas project overcosts ?

I create a Bayesian Network to predict cost overruns in O&G Projects. This Post based on my PhD research.

14 min readMar 12, 2022

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How to build a complex Hybrid AI model to predict oil and gas project overcosts ?

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Felipe Sanchez Garzón
in
CodeX

How to create AI Hybrid models models in python using CausalNex ? (A guide for Bayesian Networks)

I explain how this python library can be used to model two different types of Bayesian network problems (one simple and one more complex)

10 min readFeb 23, 2022

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How to create AI Hybrid models models in python using CausalNex ? (A guide for Bayesian Networks)

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Felipe Sanchez Garzón
in
Making of a Millionaire

Is it worth investing in leveraged ETFs?

Leveraging a low-risk, high-dividend ETF can increase returns x2, or x5, but carries high risk and high fees. I simulate scenarios to…

12 min readFeb 9, 2022

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Is it worth investing in leveraged ETFs?

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Felipe Sanchez Garzón
in
Agile Insider

Agile vs Classic Project Management Principles

Agile methodologies principles differ from classic methodologies. This post explore all those differences from several categories.

9 min readJan 21, 2022

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Agile vs Classic Project Management Principles

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Felipe Sanchez Garzón
in
Agile Insider

How to agilize project management?

This post proposes three steps to transform project management from classic to agile.

9 min readDec 21, 2021

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How to agilize project management?

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Felipe Sanchez Garzón

Felipe Sanchez Garzón

PhD, Forecasting Analyst / Data Scientist writing about data applied to business : Investments, Risk Management, Supply Chain, Agile Project Managenet.

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