Bundle - DS For Business + Web Apps (Level 1): R-Track - Courses 101, 102, & 201

Go from Beginner to Advanced Data Science and learn distributed Web Applications in the process!

Get three of our flagship R courses that build Expert-Level Machine Learning Skills & Intermediate Web Application Skills

Learn the foundations of data science and how to apply machine learning to return business value

Taking these three courses is the equivalent of:

130+ tool-based courses

3 end-to-end projects

4 frameworks

1 foundational data science education

1 advanced machine learning + business consulting education

1 foundational web application education

Courses Included with Purchase

Data Science for Business Part 1
Your Data Science Journey Starts Now! Learn the fundamentals of data science for business with the tidyverse.
Matt Dancho
Data Science for Business Part 2
Solve a real-world churn problem with H2O AutoML (automated machine learning) & LIME black-box model explanations using R
Matt Dancho
Shiny Web Applications Part 1
Build a predictive web application using Shiny, Flexdashboard, and XGBoost
Matt Dancho

Original Price:

Price for Bundle: $1,149

That's a savings of $148 when you purchase all 3 courses!

This course is closed for enrollment.

Your Journey Starts Now.

Here's what's included.

#1. Business Analysis with R (DS4B 101-R)

A 7-week curriculum that methodically teaches the foundations of data science using R & tidyverse. You will learn:

  • Data Import: readr & odbc
  • Data Cleaning & Wrangling: dplyr & tidyr
  • Time Series, Text, & Categorical Data: lubridate, stringr, & forcats
  • Visualization: ggplot2
  • Functions & Iteration: purrr
  • Modeling & Machine Learning: parnsip (xgboost, glmnet, kernlab, broom, & more)
  • Business Reporting: rmarkdown

#2. Data Science For Business with R (DS4B 201-R)

A 10-week curriculum that incorporates R & H2O AutoML to use machine learning within a business problem solving framework called the BSPF. You will learn:

  • Getting Started: Business problem foundations, introduction to the BSPF
  • Business Understanding: Using dplyr & ggplot2 to size the business problem // tidy eval to build custom functions that fit within the tidyverse
  • Data Understanding: Use skimr and GGally packages to efficiently visualize key relationships
  • Data Preparation: Use recipes to prepare data in both human and machine readable formats // perform preliminary correlation analysis
  • H2O AutoML Modeling & Performance: Use Automated Machine Learning (AutoML) to produce 30+ models // analyze performance using ROC, Precision/Recall, Gain & Lift plots
  • Explaining Black-Box Models: Use LIME to explain which features are driving the complex deep learning & stacked ensemble models
  • Expected Value, Threshold Optimization, & Sensitivity Analysis: Link the model to financial performance through the Expected Value framework
  • Recommendation Algorithm Development: Use a 3-step process to develop a recommendation algorithm capable of assisting managers in retaining employees

#3. Shiny Web Applications - Level 1 (DS4B 102-R)

Here's an example of a predictive web application that you build in this course.

New Product Prediction Application (created in this course)

Follow an Innovative 3-Part System For Learning Shiny

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.

After taking these 3 courses you will be able to confidently build expert Machine Learning Models & distribute intermediate ML-Powered Web Applications within a business

This course is closed for enrollment.

Your Instructor

Matt Dancho
Matt Dancho

Founder of Business Science and general business & finance guru, He has worked with many clients from Fortune 500 to high-octane startups! Matt loves educating data scientists on how to apply powerful tools within their organization to yield ROI. Matt doesn't rest until he gets results (literally, he doesn't sleep so don't be suprised if he responds to your email at 4AM)!

Frequently Asked Questions

When does the course start and finish?
The course starts now and never ends! It is a completely self-paced online course - you decide when you start and when you finish.
How long do I have access to the course?
How does lifetime access sound? After enrolling, you have unlimited access to this course for as long as you like - across any and all devices you own.
What if I am unhappy with the course?
We would never want you to be unhappy! If you are unsatisfied with your purchase, contact us in the first 30 days and we will give you a full refund.

This course is closed for enrollment.