Code Monkey home page Code Monkey logo

jhonfy3320 / s-l-enaksmfypy Goto Github PK

View Code? Open in Web Editor NEW
0.0 2.0 0.0 204.1 MB

Proyecto de Machine Learning con scikit-learn. En colaboración con el curso de Platzi, Machine Learning con scikit-learn.

Jupyter Notebook 4.53% Python 89.17% Shell 0.01% Nushell 0.01% PowerShell 0.01% QML 2.70% JavaScript 0.04% Cython 2.28% C 0.61% C++ 0.57% Batchfile 0.01% HTML 0.01% CSS 0.02% Lua 0.01% Meson 0.03% Fortran 0.03% Forth 0.01% Pascal 0.01% Smarty 0.01% Roff 0.01%

s-l-enaksmfypy's Introduction

S-L-ENAKSMFYPY

Proyecto de Machine Learning con scikit-learn. En colaboración con el curso de Platzi, Machine Learning con scikit-learn.

Curso Profesional de Machine Learning con scikit-learn

Este proyecto forma parte del curso profesional de Machine Learning con scikit-learn. El objetivo es aplicar diversas técnicas de Machine Learning utilizando la librería scikit-learn de Python, explorando métodos de preprocesamiento, modelos de regresión y técnicas de reducción de dimensionalidad.

Contenidos

  • Introducción a scikit-learn
  • Preprocesamiento de datos
  • Modelos de regresión lineal y regularización
  • Técnicas de regresión robusta
  • Reducción de dimensionalidad con PCA e IPCA
  • Detección y manejo de valores atípicos

Requisitos

  • Python 3.6+
  • scikit-learn
  • pandas
  • numpy
  • matplotlib
  • seaborn

Instalación

  1. Clona el repositorio:

    git clone https://github.com/tuusuario/tu-repositorio.git
    cd tu-repositorio

s-l-enaksmfypy's People

Contributors

jhonfy3320 avatar

Watchers

Kostas Georgiou avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.