R Data Science Capstone Project
Data Analytics and Visualization with Excel and R,
In this capstone course, you will apply various data science skills and techniques that you have learned as part of the previous courses in the IBM Data Science with R or IBM Data Analytics with Excel and R Professional Certificate Programs.
In this capstone project, you will take on the role of a data scientist who has recently joined an organization and is presented with a challenge that requires data collection, analysis, basic hypothesis testing, visualization, and modeling to be performed on real-world datasets. You will collect and understand data from multiple sources, conduct data wrangling and preparation with Tidyverse, perform exploratory data analysis with SQL, Tidyverse and ggplot2, model data with linear regression, create charts and plots to visualize the data, and build an interactive dashboard.
The project will culminate with a presentation of your data analysis report, with an executive summary for the various stakeholders in the organization.
What you'll learn
- Prepare data for modelling by handling missing values, formatting and normalizing data, binning, and turning categorical values into numeric values.
- Do exploratory data analysis using descriptive statistics, data grouping, data analysis and correlation statistics.
Get a Reminder
Rating | Not enough ratings |
---|---|
Length | 4 weeks |
Effort | 4 weeks, 1–2 hours per week |
Starts | On Demand (Start anytime) |
Cost | $99 |
From | IBM via edX |
Instructors | Yan Luo, Jeff Grossman |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Data Science |
Tags | Data Analysis & Statistics |
Get a Reminder
Similar Courses
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
Learn-to-Swim Instructor $45k
Learn iOS Development $53k
Learn Android Development $66k
Epic LEARN Administrator 2 $104k
Content Editor - Creative Cloud Learn Contractor $119k
Senior Content Editor - Creative Cloud Learn $157k
Write a review
Your opinion matters. Tell us what you think.
Please login to leave a review
Rating | Not enough ratings |
---|---|
Length | 4 weeks |
Effort | 4 weeks, 1–2 hours per week |
Starts | On Demand (Start anytime) |
Cost | $99 |
From | IBM via edX |
Instructors | Yan Luo, Jeff Grossman |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Data Science |
Tags | Data Analysis & Statistics |
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