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benchmark-simulation-models

big-data-and-cloud-computing---colab

Repository created to store colab big data and cloud computing notebooks

code

Compilation of R and Python programming codes on the Data Professor YouTube channel.

colaboratory-deep_learning

Projeto de deep learning utilizando o Google Colaboratory

computer_vision_project

Small computer vision project developed within the scope of the Computer Vision discipline of the master's course in Data Science at the Faculty of Science of the University of Porto - Portugal.

correlacao

Pequeno estudo sobre correlação: tipos, aplicações, interpretações, cálculos com o Pandas.

icms-forecast

Study developed in the context of the discipline Time Series and Forecasts of the master's course in Data Science of the Faculty of Sciences of the University of Porto - Portugal.

outlier

Short study on outliers.

tanzania_water_pump

Manutenção preditiva de bombas d'água na Tanzânia

wwtp-optimization

Repository associated with the paper "Dynamic Setpoint Optimization Using Metaheuristic Algorithms for Wastewater Treatment Plants". IEEE - IECON 2022, 17-23 October 2022-Brussels-Belgium.

wwtp-variables-prediction

Repository associated with the paper "Prediction of Key Variables in Wastewater Treatment Plants Using Machine Learning Models". IEEE - WCCI 2022 , 18-23 July 2022 - Padua - Italy.

wwtp_fault_detection

Repository associated with the paper "Fault Detection in Wastewater Treatment Plants: Application of Autoencoders with Streaming Data". SoGood 2022, 23 September 2022-Grenoble, France.

yolo-digit-detector

Implemented digit detector in natural scene using resnet50 and Yolo-v2. I used SVHN as the training set, and implemented it using tensorflow and keras.

yolov3-cloud-tutorial

Everything you need in order to get YOLOv3 up and running in the cloud. Learn to train your custom YOLOv3 object detector in the cloud for free!