TrueschoTruescho
All Courses
Developing Data Products
Coursera
Course
Unknown

Developing Data Products

Johns Hopkins University

Learn the fundamentals of creating data products with R, interactive graphics, and web applications to effectively communicate data insights.

Unknown5 weeksEnglish

About this Course

A data product is the production output from a statistical analysis. Data products automate complex analysis tasks or use technology to expand the utility of a data informed model, algorithm or inference. This course covers the basics of creating data products using Shiny, R packages, and interactive graphics. The course will focus on the statistical fundamentals of creating a data product that can be used to tell a story about data to a mass audience.

What You'll Learn

  • Develop basic applications and interactive graphics using GoogleVis
  • Use Leaflet to create interactive annotated maps
  • Build an R Markdown presentation with data visualization
  • Create a data product that tells a story to a large audience

Prerequisites

  • Basic knowledge of R programming

Instructors

B

Brian Caffo, PhD

Bloomberg School of Public Health

J

Jeff Leek, PhD

Fred Hutchinson Cancer Center

R

Roger D. Peng, PhD

University of Texas, Austin

Topics

Plotly
Data Visualization
R Programming
Statistical Reporting
Web Applications
Data Science
Package and Software Management
Interactive Data Visualization
Data Mapping
Rmarkdown

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

عرض البيانات
تصوير البيانات
برمجة R
التقارير الإحصائية
تطبيقات الويب
علوم البيانات
إدارة الحزم والبرمجيات
التصوير التفاعلي
Data Mapping
Rmarkdown

Start Learning Now