Mining Quality Prediction Using Machine & Deep Learning

4.8
stars

41 ratings

Offered By

3,987 already enrolled

In this Free Guided Project, you will:
1.5 hours
Beginner-friendly
No download needed
Split-screen video
English
Desktop only

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.

Requirements

Skills you will develop

  • regression models

  • Deep Learning

  • Artificial Intelligence (AI)

  • Machine Learning

  • Python Programming

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

Reviews

TOP REVIEWS FROM MINING QUALITY PREDICTION USING MACHINE & DEEP LEARNING

View all reviews

Frequently Asked Questions