MateusCichelero
Engineer. Passionate about learning and applying data science to improve people’s lives. Currently working as a Sr ML Engineer at phData.
phDataCuritiba, Brazil
Pinned Repositories
100dayspython
Repository for my 100 days Python coding challenge
aceleradev-ds
Conteúdo da aceleração em Data Science - AceleraDev da Codenation
bookCloud
Visual text analysis using WordCloud and NLTK
census_ml_deploy
End-to-End ML Project for Salary Prediction with Census Data. DVC for artifacts control, GitHub Actions for CI with unit testing/ Python Linting (pytest, flake8) and Heroku for CD.
churn_prediction_clean_code
Identification of credit card customers most likely to churn. Includes a Python package for a machine learning project that follows coding (PEP8) and engineering best practices for implementing software (modular, documented and tested).
nyc_rental_prices_ml_pipeline
End-to-End ML Pipeline for Short-term Rental Prices in NYC
risk-assessment-ml-system
A dynamic risk assessment system in which it builds and monitores a ML model to predict attrition risk.
shiny-lihc
Dashboard com visualizações de análises de clusterização e sobrevivência (kaplan-meier e regressão de Cox) para dados de câncer de fígado
spotify-ranking-bar-chart-race
Animação no estilo 'bar chart race' contando com as músicas mais acessadas do spotify.
tweet_sentiment_analysis
Este projeto tem como objetivo apresentar um estudo aplicado ao processamento de linguagem natural através da análise de sentimentos em tweets.
MateusCichelero's Repositories
MateusCichelero/churn_prediction_clean_code
Identification of credit card customers most likely to churn. Includes a Python package for a machine learning project that follows coding (PEP8) and engineering best practices for implementing software (modular, documented and tested).
MateusCichelero/shiny-lihc
Dashboard com visualizações de análises de clusterização e sobrevivência (kaplan-meier e regressão de Cox) para dados de câncer de fígado
MateusCichelero/100dayspython
Repository for my 100 days Python coding challenge
MateusCichelero/census_ml_deploy
End-to-End ML Project for Salary Prediction with Census Data. DVC for artifacts control, GitHub Actions for CI with unit testing/ Python Linting (pytest, flake8) and Heroku for CD.
MateusCichelero/nyc_rental_prices_ml_pipeline
End-to-End ML Pipeline for Short-term Rental Prices in NYC
MateusCichelero/risk-assessment-ml-system
A dynamic risk assessment system in which it builds and monitores a ML model to predict attrition risk.
MateusCichelero/ai-specialization
Projects and files repository for the UFPR's Applied AI Specialization
MateusCichelero/aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
MateusCichelero/bootcamp-de-01
Repositório no Bootcamp de Engenharia de Dados da Stack Academy.
MateusCichelero/Causal-Inference-and-Discovery-in-Python
Causal Inference and Discovery in Python by Packt Publishing
MateusCichelero/CD4ML-Scenarios
Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops
MateusCichelero/class2_nanodegree_mldevops
This repo contains the code for demos, exercises, and exercise solutions for the second course on ML DevOps Engineering from Udacity.
MateusCichelero/covid19-qa-nlp-streamlit
MateusCichelero/data-engineer-roadmap
Roadmap to becoming a data engineer in 2021
MateusCichelero/data-engineering-practice
Data Engineering Practice Problems
MateusCichelero/energy-forecasting
🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | Learn MLE & MLOps for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
MateusCichelero/example_cml
MateusCichelero/genre_classification
Final exercise for udacity class on Machine Learn workflow
MateusCichelero/iaa016
Disciplina de Tópicos em IAA - Especialização IA Aplicada UFPR
MateusCichelero/lit
The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.
MateusCichelero/LLM-Ops-Cohort-1
Following emerging Large Language Model Operations (LLM Ops) best practices in the industry, you’ll learn all about the key technologies that enable Generative AI practitioners like you to leverage tools like LangChain, LLamaIndex, and more, to build complex LLM applications.
MateusCichelero/MateusCichelero
MateusCichelero/nd0821-c2-build-model-workflow-exercises
Exercise Code for Course 2 of the Udacity ML DevOps Nanodegree Program
MateusCichelero/NYU-DLSP21
NYU Deep Learning Spring 2021
MateusCichelero/probabilidades
Este repositório contém aulas em Python do curso de Probabilidades.
MateusCichelero/python-patterns
A collection of design patterns/idioms in Python
MateusCichelero/python_algorithms
All Algorithms implemented in Python
MateusCichelero/scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
MateusCichelero/sound-realty-challenge
phData Machine Learning Engineer Candidate Project
MateusCichelero/statistical-analysis-r-public-health
Repository for the Coursera & Imperial College specialization track