kevinPerezGarcia

Amazing-Feature-Engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

c2-2-unsupervisedML

2024 | UNI | Maestría en Data Science | Ciclo II | Unsupervised Machine Learning

c2-3-forecasting

2024 | UNI | Maestría en Data Science | Ciclo II | Forecasting

c2-5-advancedSupervisedML

2024 | UNI | Maestría en Data Science | Ciclo II | Advanced Supervised Machine Learning

DHS-Indicators-Stata

Stata code to produce Demographic and Health Survey Indicators

DIME-LaTeX-Templates

DIME's LaTeX templates and LaTeX exercises teaching anyone new to LaTeX how to use LaTeX and how to use DIME's templates

ejemplo_elaboracion_reporte_word

Stata - Dofile: ejemplo de elaboración de reporte en Word.

handson-unsupervised-learning

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

nbi

Pobreza estructural o por necesidades básicas insatisfechas (nbis)

trabajo_final_enaho

Trabajo final del primer módulo "ENAHO y ENA con Stata" del programa "Econometría con ENAHO y ENA"

kevinPerezGarcia/c2-3-forecasting

2024 | UNI | Maestría en Data Science | Ciclo II | Forecasting

kevinPerezGarcia/c2-2-unsupervisedML

2024 | UNI | Maestría en Data Science | Ciclo II | Unsupervised Machine Learning

kevinPerezGarcia/c2-5-advancedSupervisedML

2024 | UNI | Maestría en Data Science | Ciclo II | Advanced Supervised Machine Learning

kevinPerezGarcia/trabajo_final_enaho

Trabajo final del primer módulo "ENAHO y ENA con Stata" del programa "Econometría con ENAHO y ENA"

kevinPerezGarcia/Amazing-Feature-Engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

kevinPerezGarcia/bootcamp_R

kevinPerezGarcia/data_analyst_with_r

DataCamp - Career track: data analyst with R

kevinPerezGarcia/handson-unsupervised-learning

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

kevinPerezGarcia/c2-8-planTesis

2024 | UNI | Maestría en Data Science | Ciclo II | Plan de Tesis

kevinPerezGarcia/cieci-taller-analisis_datos

CIECI | Taller de análisis de datos sobre pobreza monetaria

kevinPerezGarcia/Curso_Ciencia_de_Datos

This is the repository of the course Data Science with Python at UNAM, with the lecturer Arrigo Coen and the TA Miriam Colín

kevinPerezGarcia/datacamp-associateDataScientist-python

kevinPerezGarcia/datadiag

Python package that diagnoses common issues for pandas DataFrame datasets.

kevinPerezGarcia/dataton

Plantilla de directorio para la datatón organizada por CIECI

kevinPerezGarcia/deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

kevinPerezGarcia/feature-selection-for-machine-learning

Code repository for the online course Feature Selection for Machine Learning

kevinPerezGarcia/feature_engine

Feature engineering package with sklearn like functionality

kevinPerezGarcia/funpymodeling

A package to help data scientist in Exploratory Data Analysis and Data Preparation for ML models

kevinPerezGarcia/ggplot2

kevinPerezGarcia/handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

kevinPerezGarcia/imbalanced-class

Clasificación desbalanceada con Python: modificando datos y algoritmos - Raquel Pezoa

kevinPerezGarcia/kevinPerezGarcia

kevinPerezGarcia/mineriaTextos

kevinPerezGarcia/paradigmasProgramacion

Programación procedural, modular y orientada a objetos

kevinPerezGarcia/POO-Python

Introducción a la programación orientada a objetos en Python

kevinPerezGarcia/purrr

Programación funcional en R con el paquete purrr

kevinPerezGarcia/r4ds

R for data science: a book

kevinPerezGarcia/scikit-learn-mooc

Machine learning in Python with scikit-learn MOOC

kevinPerezGarcia/web-scraping

Más de 50 ejemplos de web scraping utilizando: Requests | Scrapy | Selenium | LXML | BeautifulSoup

kevinPerezGarcia/web_scraping

Curso de web scraping