mafda/python_best_practices

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mafda/python_best_practices

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

generative_adversarial_networks_101

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

Jupyter Notebook

augmented_reality_101

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

Jupyter Notebook

ml_with_fastapi_and_streamlit

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

knee_OA_dl_app

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

Jupyter Notebook

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.

Jupyter Notebook

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!

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.

Jupyter Notebook

regex_101

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

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

Jupyter Notebook

plataforma_mapas_LMA

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

mafda

✨special ✨ repository

ux_design_sprint

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

ux_lean

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