mafda

augmented_reality_101

Introduction to Augmented Reality (AR) with Python 3 and OpenCV 4.2.

deep_learning_101

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, Convolutional Neural Networks.

disaster_response_pipeline

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 designed to categorize disaster response messages in real time using NLP techniques

generative_adversarial_networks_101

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

knee_OA_dl_app

Web app to predict knee osteoarthritis grade using Deep Learning and Streamlit

mafda

✨special ✨ repository

ml_with_fastapi_and_streamlit

Prototyping a Machine Learning Application with Streamlit, FastAPI, Hugging Face and Docker

plataforma_mapas_LMA

[pt-BR] Desenvolvimento de um sistema de localização híbrido para navegação autônoma de veículos terrestres em ambiente simulado.

python_best_practices

How to make your code shine with isort, Black, Flake8, and Pylint. Guidelines and best practice suggestions on how to write Python code.

ux_tools

A brief introduction to User Experience - UX. A list of the main UX tools and methods: Strategy, Ideas, Planning, Validation, Design, Metrics, and Launch!

mafda/generative_adversarial_networks_101

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

mafda/augmented_reality_101

Introduction to Augmented Reality (AR) with Python 3 and OpenCV 4.2.

mafda/python_best_practices

How to make your code shine with isort, Black, Flake8, and Pylint. Guidelines and best practice suggestions on how to write Python code.

mafda/ml_with_fastapi_and_streamlit

Prototyping a Machine Learning Application with Streamlit, FastAPI, Hugging Face and Docker

mafda/knee_OA_dl_app

Web app to predict knee osteoarthritis grade using Deep Learning and Streamlit

mafda/deep_learning_101

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, Convolutional Neural Networks.

mafda/ux_tools

A brief introduction to User Experience - UX. A list of the main UX tools and methods: Strategy, Ideas, Planning, Validation, Design, Metrics, and Launch!

mafda/disaster_response_pipeline

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 designed to categorize disaster response messages in real time using NLP techniques

mafda/git_101

Brief introduction to Git. List of some of the basic version control commands.

mafda/mafda

✨special ✨ repository

mafda/plataforma_mapas_LMA

[pt-BR] Desenvolvimento de um sistema de localização híbrido para navegação autônoma de veículos terrestres em ambiente simulado.

mafda/recommendations_with_ibm

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.

mafda/regex_101

A regular expression is a sequence of characters that define a search pattern.

mafda/seattle_airbnb_data_analysis

This repository contains a comprehensive analysis of the Seattle Airbnb dataset, conducted using the CRISP-DM (Cross Industry Standard Process for Data Mining) methodology.

mafda/ux_design_sprint

A brief introduction to User Experience - UX Work Process. One of the main UX methodologies: Design Sprint!

mafda/ux_lean

A brief introduction to User Experience - UX Work Process. LEAN UX is based on Design Thinking, Agile Methodology, and Lean Startup.

mafda/dashboard

Front-end Challenge - Responsive single page dashboard with sliding side nav in pure HTML + CSS + JS (without using any development framework/library).

mafda/be_the_hero

[pt-BR] Aplicação "Be The Hero" desenvolvida com NodeJS, ReactJS e ReactNative, na semana OmniStack 11 da RocketSeat.

mafda/django_employees

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

mafda/django_project_101

'Blog' developed with Django and Bootstrap as part of the online course Python and Django Full Stack Web Developer Bootcamp

mafda/dog_breed_classifier

Dog breed classifier - Udacity Deep Learning Nanodegree

mafda/lightweight_fine_tuning_project

This repository provides a Jupyter notebook demonstrating parameter-efficient fine-tuning (PEFT) with LoRA on Hugging Face models.

mafda/mafda.github.io

personal website based on jekyll theme.

mafda/nlw_ecoleta

[pt-BR] Ecoleta - Projeto construido durante a Next Level Week da RocketSeat

mafda/nlw_proffy

mafda/pokemon_store

Pokémon Store is a shopping cart project to purchase wild Pokémon. It was developed using the ReactJS framework.

mafda/spotcode

[pt-BR] Aplicação: SpotCode desenvolvida com Ruby on Rails e React, na Semana Super Full Stack da OneBitCode.

mafda/starter_js

[pt-BR] Solução dos desafios JavaScript propostos durante o Curso Starter da RocketSeat.