Fabio Duque's repositories
TradingAgent_RegressionModels_SentimentAnalysis
Merging machine learning models (Regression) with Sentiment Analysis in order to forecast stock price and support buy-sell operations.
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).
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.
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.
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.
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.
youtube_recommender_ML_app
A E2E project for creating a video recommender app based on YouTube videos.
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.
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.
django_eventex
POC project using Django.
machineLearningProjects
06 Machine Learning Intro Projects
Pneumonia_Detection_TensorFlow_Keras
Pneumonia_Detection_TensorFlow_Keras
prophet_forecasting_temperature_times_series
project101_Forecasting Daily Temperatures - Times Series - Using Prophet
time_series_decompose_ForecastRecurrentNet_airline_passengers_
Project to predict airlines passengers using decompose and Recurrente Network
WebApp_bootstrapDrafts
Bootstrap4 showroom by duQ.
WebApp_WeatherInfo
Simple WebApp that get your location and display interesting info about the weather wherever you are.
WebAppApiWikipedia
WebApp to query articles from Wikipedia_Api and see the results.
WebAppCardQuote
Fetch quotations from API and display.
WebAppsCodeCampProjects
Front-End / JS Projects
wine_quality_Prediction_ML
Target: Choose best model to predict Wine Quality based on historical sensored data.