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.
Artificial Intelligence (AI)
由 AS 提供Sep 29, 2020
You must try, it will give great basic of practice.
由 FD 提供Jul 26, 2022
Excellent guided project. Falls in field of experience. Thank you.
由 MA 提供Aug 31, 2021
Ryan did an excellent job explaining the concepts and going through the excercises. I would recommend this course definitely.