Matt Dancho – DS4B 102-R: Shiny Dashboard
DS4B 102-R: Shiny Dashboards
Build a predictive web application using Shiny, Flexdashboard, and XGBoost
Build Web Apps with Machine Learning
The web application you learn how to build uses data science to predict new product prices!
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!
Your Organization Cares About Branding
So give it to them. Learn how to customize the appearance of your application to match your organizations branding.
Final Project
You will build a Sales Dashboard that:
- Uses XGBoost to Predict Sales Demand by Customers & Product Categories.
- Toggles between Light and Dark Themes – Customized by You and your theme-building skills!
- Controls flow using Reactive Programming
- Will be distributed via Shinyapps.io
Final Project
Dark Theme
This course is designed for…
- Beginner data scientists that have completed the DS4B 101-R course and want to build predictive web applications
- Intermediate data scientists familiar with R but want to learn Shiny and Flexdashboard
You build production-ready applications
Readmore about: Matt Dancho
Alek Sheffield – The Six-figure Storefront
Ra Uru Hu – Design Concepts
Devin Jatho – Media Launchpad
Robert Benjamin – YouTube Shorts Mentorship Program
All Products Special (Business Explained)
Simpler Trading – Micro-Futures Formula (Pro Package)
Peggy McColl – Skipping Levels All Access Pass
Master Trader – Learn Trading Late Day Breakouts & Breakdowns
Wei Qi Feng Laoshi – Self-Healing Methods Of The Circulatory System [Recordings ONLY]
The Trader Chick – The Day Trader Road Map Master Training
Simpler Trading – Ready Aim Freedom [Strategy Class + Indicator]
Jason Wojo – 60 Viral Video Scripts (60 Viral Topics + 60 Hooks Bundle)
The Modern Man – The Flow Audiobook
Liana Ling – Bullet Proof Meta (Facebook) Ads
Gemma Bonham-Carter – 2-Hour Brand Book
Simpler Trading – Squeeze Pro Stats Tool
The Landshark Method
Jim Huntzicker – MLS Domination
Sean Anthony – PDF Profits Protocol
Alexandra Danieli – Selling for Projectors
Investopedia Academy – Become A Day Trader
Digital Resell Vault – Clone To Content
Ross Jeffries – Ultimate Language Pattern Collection
B The Trader – Trading Course
Dalton Luka – The GMB Framework
ClickMinded – 7 World-Class Digital Marketing Courses (Digital marketing Courses to Massively Increase Sales)
Talmadge Harper – Singularity: Remote Viewing
Troy Harris – Crypto New Rich Program
Rob Goyette – Fast Revenue Coaching 2.0
Kirill Eremenko – Forex Robots – Expect To Earn 175% P.A. Forex Robot Included
Rich Shy Girl – The Formula
Leigh Spusta – The Secret MindScript
Joana Galvao – Say It Right
Simpler Options – Ultimate Options Trading Blueprint
Video Hero – Local Video Ad Hero 2.0
Charlie Morgan – EasyGrow 2025
Rob Walling – The SaaS Launchpad
Jerry Norton – Lot Flipper 3.0
Zac Hansen – The Productized Community 

