Introducing Modeltime Recursive: Tidy Autoregressive Forecasting with Lags Written by Matt Dancho and Alberto González Almuiña on April 8, 2021 I'm super excited to introduce the new autoregressive forecast functionality in modeltime that allows you to convert any tidymodels regression algorithm into an autoregressive forecasting algorithm. Read More...
Enhance Your Storytelling - Interactive Slide Decks with Rmarkdown Written by Matt Dancho on April 6, 2021 Slide Decks are so important for storytelling in business. We can use Rmarkdown to tell our story with engaging interactivity thanks to the xaringan library. Here's how to make PowerPoint-style Slide Presentations that are interactive straight from R. Read More...
Make PDF Data Analysis Reports with R | Rmarkdown Visual Editor Written by Matt Dancho on March 30, 2021 Let's make a professional business report in 5-minutes in HTML and PDF formats, and incorporates your data analysis in R. Reporting used to take me much longer and is now faster with the new Rmarkdown Visual Editor. Read More...
Build GGPLOT Code with Tableau Drag-and-Drop (R esquisse) Written by Matt Dancho on March 23, 2021 Tableau-users rejoice! The esquisse R package is here to make you life much easier - make ggplot2 plot code using a drag-and-drop Tableau interface. Here's what you need to do. Read More...
A Gentle Introduction to R Shiny Written by Matt Dancho on March 16, 2021 What if you could turn your #datascience analysis into a web application? You can do exactly that with R Shiny. R Shiny is an amazing framework built to convert your data analysis into a web app - FAST! Create amazing applications your business can use in hours (not months!). Read More...
Introducing Modeltime H2O: Automatic Forecasting with H2O AutoML Written by Matt Dancho and Alberto González Almuiña on March 15, 2021 I'm super excited to introduce modeltime.h2o, an H2O AutoML backend for forecasting Read More...
Assess Your DATA QUALITY in R with skimr Written by Matt Dancho on March 9, 2021 Skimr is my go-to R package for fast data quality assessment, and Skimr is my first step in exploratory data analysis. Before I do anything else, I check data quality with skimr. Read More...
Hierarchical Time Series Forecasting [Full Code Tutorial] Written by Matt Dancho on March 4, 2021 In Learning Labs PRO Episode 50, Matt tackles an in-depth tutorial on Hierarchical Forecasting using the M5 Forecasting Competition. Read More...
DataExplorer: Exploratory Data Analysis in R Written by Matt Dancho on March 2, 2021 Did you know most Data Scientists spend 80% of their time just trying to understand and prepare data for analysis? R has an Insane Exploratory Data Analysis productivity-enhancer. It's called DataExplorer. Read More...
5 Reasons You Should Learn Shiny Written by Matt Dancho and Jarrell Chalmers on February 25, 2021 Many data scientists struggle with distributing their work, however, you can make that a problem of the past thanks to Shiny. Here are five reasons you should learn Shiny and why it is a game-changer for upskilling your career. Read More...
How to Add Shiny to Rmarkdown Written by Matt Dancho on February 24, 2021 Shiny is an R web framework with a HUGE ECOSYSTEM of interactive widgets, themes, and customizable user interfaces called the Shinyverse. In this article, we use Shiny to make our R Markdown Report interactive. Read More...
R is for Research, Python is for Production Written by Matt Dancho and Jarrell Chalmers on February 18, 2021 Both R and Python are great. We’ll showcase some of the strengths of each language in this article by showcasing where the major development efforts are within each ecosystem. Read More...