- Campinas, Brazil
- https://mafda.github.io/
- @mafda_
- https://medium.com/@mafda
Highlights
- Pro
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This repository provides a Jupyter notebook demonstrating parameter-efficient fine-tuning (PEFT) with LoRA on Hugging Face models.
Jupyter Notebook UpdatedNov 11, 2024 -
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dog_breed_classifier Public
Dog breed classifier - Udacity Deep Learning Nanodegree
jupyter-notebook classification transfer-learning resnet-50 xception-model cnn-classification vgg16-modelJupyter Notebook UpdatedOct 16, 2024 -
recommendations_with_ibm Public
This repository analyze user interactions with articles on the IBM Watson Studio platform and develop recommendation systems to suggest new articles that align with their interests.
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disaster_response_pipeline Public
This project involves developing an ETL pipeline integrated with supervised learning and grid search to classify text messages sent during disaster events. It includes an ML pipeline and a web app …
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seattle_airbnb_data_analysis Public
This repository contains a comprehensive analysis of the Seattle Airbnb dataset, conducted using the CRISP-DM (Cross Industry Standard Process for Data Mining) methodology.
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Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
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deep_learning_101 Public
Introduction to the basic notions that involve the concept of Machine Learning and Deep Learning. Linear Regression, Logistic Regression, Artificial Neural Networks, Deep Neural Networks, Convoluti…
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mafda.github.io Public
personal website based on jekyll theme.
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augmented_reality_101 Public
Introduction to Augmented Reality (AR) with Python 3 and OpenCV 4.2.
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knee_OA_dl_app Public
Web app to predict knee osteoarthritis grade using Deep Learning and Streamlit
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Prototyping a Machine Learning Application with Streamlit, FastAPI, Hugging Face and Docker
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be_the_hero Public
[pt-BR] Aplicação "Be The Hero" desenvolvida com NodeJS, ReactJS e ReactNative, na semana OmniStack 11 da RocketSeat.
JavaScript MIT License UpdatedJan 24, 2023 -
nlw_ecoleta Public
[pt-BR] Ecoleta - Projeto construido durante a Next Level Week da RocketSeat
TypeScript UpdatedJan 11, 2023 -
starter_js Public
[pt-BR] Solução dos desafios JavaScript propostos durante o Curso Starter da RocketSeat.
JavaScript MIT License UpdatedJan 6, 2023 -
spotcode Public
[pt-BR] Aplicação: SpotCode desenvolvida com Ruby on Rails e React, na Semana Super Full Stack da OneBitCode.
Ruby MIT License UpdatedJan 6, 2023 -
python_best_practices Public
How to make your code shine with isort, Black, Flake8, and Pylint. Guidelines and best practice suggestions on how to write Python code.
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django_project_101 Public
'Blog' developed with Django and Bootstrap as part of the online course Python and Django Full Stack Web Developer Bootcamp
Python MIT License UpdatedSep 22, 2021 -
git_101 Public
Brief introduction to Git. List of some of the basic version control commands.
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regex_101 Public
A regular expression is a sequence of characters that define a search pattern.
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pokemon_store Public
Pokémon Store is a shopping cart project to purchase wild Pokémon. It was developed using the ReactJS framework.
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ux_tools Public
A brief introduction to User Experience - UX. A list of the main UX tools and methods: Strategy, Ideas, Planning, Validation, Design, Metrics, and Launch!
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django_employees Public
Employees App is a project where you can realize an open search or visualize the employees' list. You can also create new employees and choose the interface idiom
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ux_lean Public
A brief introduction to User Experience - UX Work Process. LEAN UX is based on Design Thinking, Agile Methodology, and Lean Startup.
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ux_design_sprint Public
A brief introduction to User Experience - UX Work Process. One of the main UX methodologies: Design Sprint!
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dashboard Public
Front-end Challenge - Responsive single page dashboard with sliding side nav in pure HTML + CSS + JS (without using any development framework/library).
CSS UpdatedJun 11, 2020 -
plataforma_mapas_LMA Public
[pt-BR] Desenvolvimento de um sistema de localização híbrido para navegação autônoma de veículos terrestres em ambiente simulado.