Publications by Business Science
Git for Data Science Applications (A Top Skill for 2020)
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. This is part of a series of articl...
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5 Data Science Technologies for 2020 (and Beyond)
Moving into 2020, three things are clear – Organizations want Data Science, Cloud, and Apps. Here are the Top 5 essential skills for Data Scientists that need to build and deploy applications in 2020 and beyond. This is part of a series of articles on Data Science key skills for 2020: 5 Data Science Technologies for 2020 (and Beyond) AWS Clou...
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Introducing the Shiny Production with AWS Book
It’s the new year. Moving into 2020, I’d like to introduce you to the BRAND NEW Shiny Production with AWS Book. This book details the enterprise-grade process for deploying, hosting, and maintaining Shiny web applications using AWS, Docker, and Git. It contains 24 Chapters covering the entire deployment process! Shiny Production with AWS Boo...
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5 Reasons to Learn H2O for High-Performance Machine Learning
H2O is the scalable, open-source Machine Learning library that features AutoML. Here are 5 Reasons why it’s an essential library for creating production data science code. Full-Stack Data Science Series This is part of a series of articles on essential Data Science and Web Application skills for 2020 and beyond: Part 1 – 5 Full-Stack Data S...
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Product Price Prediction: A Tidy Hyperparameter Tuning and Cross Validation Tutorial
Product price estimation and prediction is one of the skills I teach frequently – It’s a great way to analyze competitor product information, your own company’s product data, and develop key insights into which product features influence product prices. Learn how to model product car prices and calculate depreciation curves using the brand ...
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Google Trends Email Automation with Shiny
Google Trends is a FREE tool to gain insights about Google Search Terms your organization cares about. What if you could streamline the process of analyzing keyword search trends and emailing a PDF report in 3-4 seconds? Learn how to do just that. I’ve just opened up a FREE 1-Hour YouTube Course. This is a FREE VERSION of the full 1-Hour Course...
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Going to rstudio::conf? Meet Business Science, Accelerate Your Career
I can’t tell you how excited I am to be a sponsor at rstudio::conf(2020) this year. This is my 2nd year attending, and my 1st time as a sponsor. It’s an amazing honor. And, my team and I are here for 1 Reason: To help you accelerate your career. Learn about our R-Track Program, RStudio Conf 20% OFF Course Sale, and Prize Giveaways! My Team M...
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Shiny Real Estate with Zillow API (Free Course)
Zillow is a FREE TOOL with an API that allows Data Scientists to connect to a massive repository of Home Prices and Features. In this lab, we use Shiny, Crosstalk, and Zillow API to create an ML-powered Zillow Home Price Explanation tool. Shiny Real Estate App This is an amazing, end-to-end data science lab. Follow along, and learn how I built ...
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Tidy Discounted Cash Flow Analysis in R (for Company Valuation)
The tidy data principles are a cornerstone of financial data management and the data modeling workflow. The foundation for tidy data management is the tidyverse, a collection of R packages, that work in harmony, are built for scalability, and are taught at Business Science University. Using this infrastructure and the core tidy concepts, we can a...
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R for Excel Users: Pivot Tables, VLOOKUPs in R
New business and financial analysts are finding R every day. Most of these new userRs (R users) are coming from a non-programming background. They have ample domain experience in functions like finance, marketing, and business, but their tool of choice is Excel (or more recently Tableau & PowerBI). Learning R can be a major hurdle. You need to le...
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