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101_crossvalidation_hyperparameter_optimization_template

Project made just for POC purposes. - Using KNN and RFC to predict Wine Quality and applying CrossValidation_HyperParameter(GridSearchCV)

101_ml_decisiontree_template

A simple and nice example of Decision Tree method implemented using sklearn package.

101_ml_kmeans_template

A simple and nice example of KMeans method implemented using sklearn package.

101_ml_knn_template

A simple and nice example of KNN method implemented using sklearn package.

101_ml_neuranetworks_template

A simple and nice example of Neural Network method implemented using sklearn package.

101_ml_svm_template

A simple and nice example of SVM method implemented using sklearn package.

atm_pressure_iot_forecast_mlp_cnn

Project: Apply MLP and CNN models to predict atmosferic pressure hPa in Beijing.

cadastrousuarios

Simple CRUD App in Java using JSF/Hibernate.

creatingfashion_usinggan_fashion_mnist

CreatingFashion_UsingGAN_fashion_MNIST

credit_fraud_detection_model_kaggle_ieee_cis_fraud_detection_logistic_regression

Model created based for Kaggle challenge. The target is to create a model which can explain and classify new transactions and tag what is the fraud probability.

data_storytelling_tableau_project_sales_story

Project example using Tableau Software: Source and PDFs with all reports and graph. Storytelling example using Tableau dataset. The story describe some opportunity to improve the sales revenue.

django_eventex

POC project using Django.

frauddetection_model_logregression

Identify fraud in Kaggle creditcard dataset.

imageclassifierapp_tensorflowjs

Use transfer learning technique to create a highly accurate model with minimal training data using a pre-trained model for image classification called MobileNet.

kaggle_predictinghouseprices_ml

landingpage_smartbeer

Landing page_SmartBeer project.

logistictools-plugin-openjump

Project's goal: The attached project implements several procedures for solving logistics, marketing, and other planning problems. The procedures were implemented in the JAVA language within a plug-in and incorporated into a GIS platform called OpenJUMP (see below).

machinelearningprojects

06 Machine Learning Intro Projects

pneumonia_detection_tensorflow_keras

Pneumonia_Detection_TensorFlow_Keras

project_transperth_analytics

Build Analytics over data available about Transperth in order to suggest new approaches for managing public transport and improve the service in Perth.

prophet_forecasting_temperature_times_series

project101_Forecasting Daily Temperatures - Times Series - Using Prophet

simplewebchat

simplewebscrapperusingnotebook_gcolab

time_series_decompose_forecastrecurrentnet_airline_passengers_

Project to predict airlines passengers using decompose and Recurrente Network

tradingagent_regressionmodels_sentimentanalysis

Merging machine learning models (Regression) with Sentiment Analysis in order to forecast stock price and support buy-sell operations.

webapp_bootstrapdrafts

Bootstrap4 showroom by duQ.

webappapiwikipedia

WebApp to query articles from Wikipedia_Api and see the results.

webappcardquote

Fetch quotations from API and display.

webappscodecampprojects

Front-End / JS Projects

webapptripplanning

c# WebApp system where you can plan trips around the world defining places you'd like to visit in these trips and see them in a map. Also there is an API build to get trips and post new trips.