The enterprise-grade process for deploying, hosting, and maintaining Shiny web applications using AWS, Docker, and Git.
NEW BOOK - The Shiny Production with AWS Book
Written by Matt Dancho on January 2, 2020
Part 4 - Git for Data Science Applications (A Top Skill for 2020)
Written by Matt Dancho on December 9, 2019
Moving into 2020, three things are clear - Organizations want Data Science, Cloud, and Apps. A key skill that companies need is Git for application development (I call this Full Stack Data Science). Here's what is driving Git's growth, and why you should learn Git for data science application development.
Part 1 - Five Full Stack Data Science Technologies for 2020 (and Beyond)
Written by Matt Dancho on December 9, 2019
Moving into 2020, three things are clear - Organizations want Data Science, Cloud, and Apps. Here are the essential skills for Data Scientists that need to build and deploy applications in 2020 and beyond.
How I Landed My Data Science Job
Written by Matt Dancho on November 27, 2019
Getting a job in Data Science is difficult. Here's how one Business Science student aced his Data Science Interview and landed a job at a top Management Consulting Firm.
Part 3 - Docker for Data Scientists (A Top Skill for 2020)
Written by Matt Dancho on November 22, 2019
Moving into 2020, three things are clear - Organizations want Data Science, Cloud, and Apps. Here's how Docker plays a part in the essential skills of 2020.
Customer Churn Modeling using Machine Learning with parsnip
Written by Diego Usai on November 18, 2019
Learn how to perform a tidy approach to classification problem with the new parsnip R package for machine learning.
Is Your Job's Data Science Tech Stack Intimidating?
Written by Matt Dancho on November 15, 2019
A data science team has many tools that all need to be integrated. And, this can be INTIMIDATING. Here are some tips to deal with the complexity of a data science tech stack.
Part 2 - Data Science with AWS (A Top Skill for 2020)
Written by Matt Dancho on November 13, 2019
Organizations depend on the Data Science team to build distributed applications that solve business needs. AWS provides an infrastructure to host data science products for stakeholder to access.
Apply Data Science to Improve Addiction Treatment
Written by Matt Dancho on November 11, 2019
Learn how one Business Science student created a data product that aims to help his organization improve the quality of care while reducing cost.
Expert Shiny Developer with AWS - Course Launch Today!
Written by Matt Dancho on October 21, 2019
Learn how to build Scalable Data Science Applications using AWS Cloud Technology.
Course Launch - Expert Shiny Developer with AWS in 7 Days!
Written by Matt Dancho on October 14, 2019
We've crafted an amazing course to teach Data Scientists and Programmers how to develop applications and deploy into production! We've combined an innovative program with a clear-cut path to production using R, Shiny, and AWS! You'll undergo a complete transformation. Time to accelerate your career!
Web Scraping Product Data in R with rvest and purrr
Written by Joon Im on October 7, 2019
Learn how to web scrape HTML, wangle JSON, and visualize product data from the Bicycle Manufacturer, Specialized Bicycles.