Build an AI Web App for Diamond Price Prediction
Course Features
Duration
1 hour
Delivery Method
Online
Available on
Limited Access
Accessibility
Mobile, Desktop, Laptop
Language
English
Subtitles
English
Level
Beginner
Teaching Type
Self Paced
Video Content
1 hour
Course Description
Course Overview
Post Course Interactions
Instructor-Moderated Discussions
Case Studies, Captstone Projects
Skills You Will Gain
What You Will Learn
Build and evaluate various machine learning models, interpreting metrics like MAE, MSE, and R-squared.
Explore and understand the concepts of correlation analysis and feature visualization.
Identify and choose the most effective model for making future diamond price predictions.
Master the data preprocessing pipeline, including feature selection, encoding, and handling outliers.
Use open-source framework, Mercury, to share the exciting outcomes from the Jupyter Notebook with a global audience through the web.
Course Instructors
Vicky Kuo
Data Scientist