Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Institution Logo

Mining Quality Prediction Using Machine & Deep Learning

Coursera Project Network via Coursera


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.

Taught by

Ryan Ahmed

Related Courses


0.0 rating, based on 0 reviews

Start your review of Mining Quality Prediction Using Machine & Deep Learning

Never stop learning Never Stop Learning!

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free