Jeffrey A. Chan-Santiago
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  • An opportunity for Puerto Rico Economy

    3 min read   ·   January 6, 2022

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    Despite the software industry being ideal for Puerto Rico because it does not require raw materials or high transportation costs in 2021, there is no software company among the top 200 local companies, according to Caribbean Business magazine. In this short article, we mention some strategies to grow this industry.

    2022   ·   puerto-rico   software   industry   education  

  • An Intuitive Introduction to Machine Learning

    9 min read   ·   November 7, 2021

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    In many applications, machine learning seems to work like magic but isn't magic. The purpose of this blog post is to uncover the magic behind machine learning and answer; how does machine learning learn from the data to make decisions? This blog introduces the intuition of three crucial aspects of machine learning: 1) the decision function; 2) how efficiently represent the input data?; 3) how to measure the model generalization?

    2021   ·   machine-learning   decision-function   generalization  

  • Pollen Classification

    15 min read   ·   September 21, 2021

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    This post shows how to train a CNN for pollen classification.

    2021   ·   plotbee   machine-learning   pollen   classification  

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