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analisis-estadistico-aplicado-a-la-mineria

En el presente trabajo se realiza una clasificación litólogica de unidades de acuerdo a su composición química, obteniendo como resultado un mapa de la distribución espacial de los datos

car-crash-prediction

cell-population-growth-simulation

This is a cell popullation simulator web-app. The main objective is to study population growth given a reproduction and mortality probability.

credit-card-fraud-detection

The aim of this project is to create a model that is able to identify whether a transaction is fraudulent or not. Special emphasis is made to detect all the fraudulent transactions.

customer-segmentation

The aim of this project is to identify patterns followed by users, grouping them with other users with the same characteristics and discover which values of every feature identify that group.

human-activity-recognition-analysis

In this project, it is used data from accelerometers on the belt, forearm, arm, and dumbell of 6 participants. They were asked to perform barbell lifts correctly and incorrectly in 5 different ways. The goal of this project is to predict the manner in which they did the exercise and generate a prediction model for well or bad performed manners in excercise.

interpretacion-automatizada-de-registros-geofisicos-de-pozos

El objetivo de este proyecto es obtener un método tal que la computadora sea capaz de realizar una interpretación de registros geofísicos de manera automática y sin intervención humana alguna dado un set de datos que contenga registros geofísicos.

linear-regression-for-population-growth-profit

nba_api

An API Client package to access the APIs for NBA.com

predictive-text-modeling

Predictive texting is a data processed tool that makes it quicker and easier to write text by suggesting words as you type. The tool will read the text inside the text input area and predict the three most suitable options. After the prediction is made, the options are displayed as buttons. The user can press the button to insert text, the tool is intended to simulate text word predictor in smartphones.

regression-model-for-automobile-industry

This project consists on a regression model for analysis of a data collection of automobile industry. The main objectivo is to explore the relationship between a set of variables and miles per gallon (MPG)

scraping-e-commerce-product-page-exploratory-data-analysis

The aim of this project is to develop a tool for scraping an entire dataset of the products contained in an e-commerce website, transforming the web visualization into a well structured dataset.

similarity-based-recommendation-system

The aim of this project is to create a similarity based recommendation system using collaborative filtering completely capable of make concrete recommendations of movies according to previous rated books movies the user

simulation-and-statistical-analysis

In this project the exponential distribution is investigated in R and it is compared with the Central Limit Theorem. The exponential distribution is simulated in R with rexp(n, lambda) where lambda is the rate parameter. The mean of exponential distribution is 1/lambda and the standard deviation is also 1/lambda. Set lambda = 0.2 for all of the simulations. It's investigated the distribution of averages of 40 exponentials.

storm-database-analysis

The basic goal of this project is to explore the NOAA Storm Database in order to know which types of events are most harmful with respect to population health and which types of events have the greatest economic consequences across the USA

sudoku-solver

Image detection python program to solve Sudoku problems

task-saver

yelp-database-sql-analysis

Useful information extraction from Yelp Database using SQL queries