Back to Mining Quality Prediction Using Machine & Deep Learning
Coursera

Mining Quality Prediction Using Machine & Deep Learning

In this 1.5-hour long project-based course, you will be able to: - Understand the theory and intuition behind Simple and Multiple Linear Regression. - Import Key python libraries, datasets and perform data visualization - Perform exploratory data analysis and standardize the training and testing data. - Train and Evaluate different regression models using Sci-kit Learn library. - Build and train an Artificial Neural Network to perform regression. - Understand the difference between various regression models KPIs such as MSE, RMSE, MAE, R2, and adjusted R2. - Assess the performance of regression models and visualize the performance of the best model using various KPIs.

Status: Data Import/Export
Status: Deep Learning
BeginnerGuided Project2 hours

Featured reviews

MA

5.0Reviewed Aug 31, 2021

R​yan did an excellent job explaining the concepts and going through the excercises. I would recommend this course definitely.

FD

5.0Reviewed Jul 26, 2022

Excellent guided project. Falls in field of experience. Thank you.

AS

4.0Reviewed Sep 29, 2020

You must try, it will give great basic of practice.

All reviews

Showing: 10 of 10

Alnie Demoral
5.0
Reviewed Oct 3, 2020
Mukarram Ahmed
5.0
Reviewed Sep 1, 2021
Francis Dakubo
5.0
Reviewed Jul 27, 2022
Umair
5.0
Reviewed Oct 5, 2022
Sugiyanto
5.0
Reviewed Jul 30, 2025
Nnadozie Osuji
5.0
Reviewed Sep 25, 2022
Sheila Vicente da Silva
5.0
Reviewed Sep 13, 2022
EISSA YAHYA SABEI
5.0
Reviewed Feb 8, 2024
Hamora Hadi
5.0
Reviewed Aug 9, 2020
Ahmad Iman Sudrajat
4.0
Reviewed Sep 30, 2020