Pinned Repositories
Advising_Political_Campaigns_Through_NLP
This Project uses NLP techniques to analyze Political Campaigns by understanding what twitter users feel about a specific topic or specific candidate (Sentiment Analysis), what twitter users say (Language Modeling), and what candidates should say through speech generation techniques.
Detecting_Fake_news_with_NLP_Techniques
This project aims to build a Fake News Classifier using NLP techniques.
ETL_H2A_Visa_Applications
In this project a complete ETL process is developed considering raw data that contains H2A Visa applications. This project involves data cleansing analysis and techniques, Data integration through Pentaho, data modelling through MySQL Workbench, and the creation of a Dashboard through Tableau software.
Forecasting_IBEX_stock_market_index
In this project the idea is to create a regression model capable of estimating the future value of the IBEX stock-market index, based on explanatory variables whose future value can be predicted with reasonable accuracy.
Freesound_audio_tagging
In this project, the idea is to create a model that classifies audio files into different categories according to the .wav structure.
Modeling_attrition_probability_HR_department
In this project, the goal is to model the probability of attrition (employees leaving, either on their own or because they got fired) of each employee, as well as to understand which variables are the most important ones and need to be addressed right away.
JPGarGo's Repositories
JPGarGo/Advising_Political_Campaigns_Through_NLP
This Project uses NLP techniques to analyze Political Campaigns by understanding what twitter users feel about a specific topic or specific candidate (Sentiment Analysis), what twitter users say (Language Modeling), and what candidates should say through speech generation techniques.
JPGarGo/Detecting_Fake_news_with_NLP_Techniques
This project aims to build a Fake News Classifier using NLP techniques.
JPGarGo/ETL_H2A_Visa_Applications
In this project a complete ETL process is developed considering raw data that contains H2A Visa applications. This project involves data cleansing analysis and techniques, Data integration through Pentaho, data modelling through MySQL Workbench, and the creation of a Dashboard through Tableau software.
JPGarGo/Forecasting_IBEX_stock_market_index
In this project the idea is to create a regression model capable of estimating the future value of the IBEX stock-market index, based on explanatory variables whose future value can be predicted with reasonable accuracy.
JPGarGo/Freesound_audio_tagging
In this project, the idea is to create a model that classifies audio files into different categories according to the .wav structure.
JPGarGo/Modeling_attrition_probability_HR_department
In this project, the goal is to model the probability of attrition (employees leaving, either on their own or because they got fired) of each employee, as well as to understand which variables are the most important ones and need to be addressed right away.
JPGarGo/Predicting_House_Prices
JPGarGo/Streaming_Tweets_Democrates_2020
This project shows the process of streaming tweets in real time, related to the Democratic Party Primaries, and performing sentiment analysis to analyze in real time the impact the debate is having.
JPGarGo/Tablature_Recommender
This project shows a tablature recommendation system for musicians who want to learn or practice using tablatures.
JPGarGo/workshopGITHUB