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André Perez

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Content

Written

  • Article: Machine Learning Models from the Engineering Perspective - Data Team Stone on Medium - 🇧🇷 - March, 2021.
  • Article: About the history of distributed computing and Kubernetes clusters - Data Team Stone on Medium - 🇧🇷 - January, 2021.
  • Article: Getting started with MongoDB, PySpark, and Jupyter Notebook (mention) - MongoDB Tech Blog - 🇬🇧 - October, 2020.
  • Article: Apache Spark Cluster on Docker (ft. a JupyterLab Interface) - Towards Data Science on Mediume - 🇬🇧 - July, 2020;
  • Paper: Risk Management in E-Commerce - A Fraud Study Case Using Acoustic Analysis - MDPI Entropy - 🇬🇧 - November, 2019;

Spoken

  • Podcast: Data, IA and ML in our daily lives - DevPira podcast - 🇧🇷 - May, 2021.
  • Podcast: Data Engineering at Experian - Hipsters.Tech podcast - 🇧🇷 - July, 2020.

Video

  • Talk: Feature Store Cookbook - The Developer's Conference - 🇧🇷 - June, 2021.
  • Talk: The Mindset and Elements of a Machine Learning Platform - The Developer's Conference - 🇧🇷 - March, 2021.
  • Live: Meet Stone's Credit Data Team - EstatiDados YouTube Channel - 🇧🇷 - March, 2021.
  • Live: Building a Data Lakes on AWS - EstatiDados YouTube Channel - 🇧🇷 - December, 2020;

Teaching

  • Course: Data Science - EBAC - 🇧🇷 - April, 2021;
  • Course: Data Analyst - EBAC - 🇧🇷 - April, 2021;
  • Course: SQL for Data Analysis - EBAC - 🇧🇷 - April, 2021;
  • Course: Python for Data Analysis - EBAC - 🇧🇷 - April, 2021.

André Perez's Projects

damicore-python icon damicore-python

damicore-python -- Data-Mining of Code Repositories (DAMICORE) -- is a implementation of the clustering and classification method of data proposed by Sanches, A., Cardoso, J., and Delbem, A. C. B. (2011): Identifying merge-beneficial software kernels for hardware implementation. DOI http://doi.org/10.1109/ReConFig.2011.51

devpira-bot icon devpira-bot

This project supported the live bootcamp on how to develop OLAP systems made on DevPira YouTube channel.

gitflow icon gitflow

Git extensions to provide high-level repository operations for Vincent Driessen's branching model.

ifood-arch-readme icon ifood-arch-readme

The application is the documentation of my solution for the iFood data architect test.

mai5017-info-vis icon mai5017-info-vis

Repository for MAI5017 Information Visualization discipline @ MSc. Data Science | ICMC | USP

mba-datascience-icmc-usp icon mba-datascience-icmc-usp

Code repository for the Data Science MBA at the Institute of Mathematical and Computer Sciences (ICMC) from the University of São Paulo (USP)

numpy icon numpy

The fundamental package for scientific computing with Python.

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