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DS4B 102-R – Shiny Web Applications (Intermediate)
Original price was: $399.00.$79.00Current price is: $79.00.
DS4B 102-R – Shiny Web Applications (Intermediate)
Price: $399
Archive: https://archive.is/VWCiv
Build a predictive web application using Shiny, Flexdashboard, and XGBoost
Predictive Web Applications Productionalize Data Science
A data scientist generates organizational value by building web apps that take machine learning models into production.
Here’s an example of a predictive web application that you build in this course.
New Product Prediction Application (created in this course)
This web application empowers business people to make data-driven decisions by more consistently pricing products. The application incorporates:
- Shiny – A web application framework with UI components that are reactive to user input.
- Flexdashboard – A dashboarding framework that is built on top of RMarkdown.
- parsnip and XGBoost – Machine learning models used to predict product prices.
Most importantly, business people can use the application to improve the consistency of new product prices based on an existing product portfolio thanks to the power of Machine Learning!
Step 1: You’ll start by creating a Sales Dashboard
Creating a Sales Dashboard exposes you to reactive programming. You will apply complex rules to control how your application functions when users interact with the app.
Step 2: Next, You Create A Predictive Web Application
You will build a new application that integrates Machine Learning (XGBoost) along with a more complex interactive visualization.
Step 3: You finish by Customizing Your Web Application
Your company’s brand appearance is important. Make an app theme that is consistent with the look and feel of your organization’s branding.
Create Your Own Theme Using HTML & CSS
Business Objective: Use Data Science to More Consistently Price Products
The Business Problem:
Businesses can lose customer confidence and profitability if products are inconsistently priced.
The Solution:
This web application solves the inconsistent pricing problem by using predictive analytics to generate new product prices based on existing products.
The application is easy to use, and best of all, an app like this generates business value for your organization!
$399.00
$79.00
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