Modeling Data in the Tidyverse
Tidyverse Skills for Data Science in R,
Developing insights about your organization, business, or research project depends on effective modeling and analysis of the data you collect. Building effective models requires understanding the different types of questions you can ask and how to map those questions to your data. Different modeling approaches can be chosen to detect interesting patterns in the data and identify hidden relationships. This course covers the types of questions you can ask of data and the various modeling approaches that you can apply. Topics covered include hypothesis testing, linear regression, nonlinear modeling, and machine learning. With this collection of tools at your disposal, as well as the techniques learned in the other courses in this specialization, you will be able to make key discoveries from your data for improving decision-making throughout your organization. In this specialization we assume familiarity with the R programming language. If you are not yet familiar with R, we suggest you first complete R Programming before returning to complete this course.
Get a Reminder
Rating | Not enough ratings |
---|---|
Length | 12 weeks |
Effort | 4 weeks of study, 4-8 hours/week |
Starts | Jul 3 (45 weeks ago) |
Cost | $49 |
From | Johns Hopkins University via Coursera |
Instructors | Carrie Wright, PhD, Shannon Ellis, PhD, Stephanie Hicks, PhD, Roger D. Peng, PhD |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Data Science Programming |
Tags | Data Science Data Analysis Machine Learning |
Get a Reminder
Similar Courses
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
Modeling & Simulation (M&S) Developer $5k
Generation Modeling Analyst $67k
Modeling and Simulation SME $72k
Modeling Analyst, Marketing and Analytics $76k
Data Scientist - Predictive Modeling and Advanced Analytics $77k
Senior Analyst in Energy Analysis and Modeling Group $83k
Simulink Modeling Engineer $84k
Modeling/Sim Engineer Job $90k
Mechanical Engineer - Controls Modeling and Simulation $97k
Systems Modeling and Controls Engineer $101k
Physics Based Modeling Group Leader $111k
Senior Package Mechanical Modeling Engineer $147k
Write a review
Your opinion matters. Tell us what you think.
Please login to leave a review
Rating | Not enough ratings |
---|---|
Length | 12 weeks |
Effort | 4 weeks of study, 4-8 hours/week |
Starts | Jul 3 (45 weeks ago) |
Cost | $49 |
From | Johns Hopkins University via Coursera |
Instructors | Carrie Wright, PhD, Shannon Ellis, PhD, Stephanie Hicks, PhD, Roger D. Peng, PhD |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Data Science Programming |
Tags | Data Science Data Analysis Machine Learning |
Similar Courses
Sorted by relevance
Like this course?
Here's what to do next:
- Save this course for later
- Get more details from the course provider
- Enroll in this course