University Admission Prediction Using Multiple Linear Regression

4.6
estrellas
146 calificaciones
ofrecido por
Coursera Project Network
5,375 ya inscrito
En este proyecto guiado, tú:

Train Artificial Neural Network models to perform regression tasks

Perform exploratory data analysis

Understand the theory and intuition behind regression models and train them in Scikit Learn

Understand the difference between various regression models KPIs such as MSE, RMSE, MAE, R2, adjusted R2

Clock2 hours
IntermediateIntermedio
CloudNo se necesita descarga
VideoVideo de pantalla dividida
Comment DotsInglés (English)
LaptopSolo escritorio

In this hands-on guided project, we will train regression models to find the probability of a student getting accepted into a particular university based on their profile. This project could be practically used to get the university acceptance rate for individual students using web application. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Habilidades que desarrollarás

regression modelsDeep LearningArtificial Intelligence (AI)Machine LearningPython Programming

Aprende paso a paso

En un video que se reproduce en una pantalla dividida con tu área de trabajo, tu instructor te guiará en cada paso:

  1. Understand the problem statement

  2. Import libraries and datasets

  3. Perform Exploratory Data Analysis

  4. Perform Data Visualization

  5. Create Training and Testing Datasets

  6. Train and evaluate a linear regression model

  7. Train and evaluate an artificial neural networks model

  8. Train and Evaluate a Random Forest Regressor and Decision Tree Model

  9. Understand the various regression KPIs

  10. Calculate and Print Regression model KPIs

Cómo funcionan los proyectos guiados

Tu espacio de trabajo es un escritorio virtual directamente en tu navegador, no requiere descarga.

En un video de pantalla dividida, tu instructor te guía paso a paso

Reseñas

Principales reseñas sobre UNIVERSITY ADMISSION PREDICTION USING MULTIPLE LINEAR REGRESSION

Ver todas las reseñas

Preguntas Frecuentes

Preguntas Frecuentes

¿Tienes más preguntas? Visita el Centro de Ayuda al Alumno.