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16danielvm

Presentación GitHub Profile.

an-lisis-de-datos-con-python

Análisis de datos utilizando librerías (Pandas, Matplotlib) de Python

analisis-datasethouse

Exploratory analysis of the dataset. Identifying variables, checking for missing data, removing outliers, visualizing data distribution, among other actions.

ciencia-de-datos-con-python

Manipulacion de datos - Gestion de Datos -Visualizacion de Datos - Implementacion modelos de ML

codigo_analisisdatosinnovador_g1

datasets

different-imputation-methods-to-handle-missing-data

In this notebook, i show a examples to implement imputation methods for handling missing values.

ejerciciospython

Fundamentos del lenguaje python - Estructuras de control condicional - Estructuras de control iterativas - Funciones

height-vs-weight

Anàlisis entre la altura y el peso de las personas.

hotel-reviews

Se crea un sistema de recomendaciòn de hoteles, segun la ubicaciòn y la razòn de la reserva del usuario.

how-to-improve-the-accuracy-of-a-regression-model

This project shows a guide for improving the accuracy of regression model.

human-stress-detection-in-and-through-sleep

This repository addresses the detection of stress in humans during sleep using machine learning. The repository includes instructions for local setup, details about the dataset, and steps for building and serving the model using Docker.

implementacion-modelos-machine-learning

Implementacion de modelos ML - Supervised y Unsupervised con Python(Scikit-Learn) con diferentes datasets.

machine-learning-aplicado-con-python

Análisis de datos utilizando librerías (Numpy, Pandas, Matplotlib) y aplicacion de modelos ML usando librería (Scikit-Learn) de Python

machine-learning-completo

Machine Learning Completo

mask-detection---neural-networks

This repository addresses the complex task of mask detection. Focused on neural networksouts, the model holds significance in detecting peopel with or without mask.

mlzoomcamp

Repository about MLZoomCamp course

multi-class-prediction-of-cirrhosis-outcomes

This repository addresses the complex task of multi-class prediction for cirrhosis outcomes, a chronic liver condition characterized by tissue damage. Focused on forecasting diverse outcomes such as severity levels and disease stages, the model holds significance in enhancing personalized healthcare for cirrhosis patients.

olympicsdatasetwork

I use a random dataset (from the Olympics) and perform data manipulation, analysis, and visualization on that dataset.

proyectos-trabajados---data-scientis-with-python---datacamp

Proyectos realizados durante el curso "Data Scientist with Python" de la plataforma DATACAMP

python-y-opencv

Ejercicios basicos usando OpenCv y Python

sales_prediction

Analisis exploratorio de los datos, y prediccion de las ventas, segun publicidad en medio de comunicación.

sckit-learn-for-machine-learning

Implementacion libreria Scikit.Learn con Python, para preprocesamiento de datos y modelos machine learning.

waiter_tips

An analysis of the variables that may influence the prediction of restaurant tips is carried out, and additionally, machine learning is implemented to make that prediction.

web-scrapping

Extraccion de datos, Transformacion y limpieza de datos, Carga de datos a DB - con Python

wine_classification

Analysis of wine characteristics for subsequent classification according to the type of wine (White or Red).