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Pedro Martins de Bastos

Pedro Martins de Bastos
in
Towards Data Science

How to pick products on Amazon (using bayesian statistics to help you decide)

A Case Study of Using Bayesian Inference for Decision Making

17 min readNov 15, 2022

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How to pick products on Amazon (using bayesian statistics to help you decide)

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Pedro Martins de Bastos
in
Towards Data Science

How to use Bayesian Inference for predictions in Python

The beauty of Bayesian statistics is, at the same time, one of its most annoying features: we often get answers in the form of “well, the…

13 min readJun 21, 2022

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How to use Bayesian Inference for predictions in Python

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Pedro Martins de Bastos
in
Towards Data Science

Are emotions universal?

Background and Investigative Aims

9 min readMar 6, 2021

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Are emotions universal?

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Pedro Martins de Bastos
in
Towards Data Science

How to use PCA, TSNE, XGBoost, and finally Bayesian Optimization to predict the price of houses!

Would you like to have a look at a Machine Learning pipeline from start to finish? To figure out what each of the algorithms in the title…

14 min readDec 15, 2020

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How to use PCA, TSNE, XGBoost, and finally Bayesian Optimization to predict the price of houses!

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Pedro Martins de Bastos
in
Towards Data Science

How to Build A Flexible Movie Recommender Chatbot In Python

Follow our steps to discover what it takes to create a web-app that recommends movies based on open-ended user inputs!

6 min readDec 6, 2020

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How to Build A Flexible Movie Recommender Chatbot In Python

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Pedro Martins de Bastos

Pedro Martins de Bastos

I am a Data Science major whose passion is to understand how to improve human wellbeing, and education, with science and technology!

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