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Data Science with R - Capstone Project
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Data Science with R - Capstone Project

This course is part of multiple programs. Learn more.

Course Cost

Free course

Intermediate

Skill Level

21 Hours

Self-paced Video lessons

This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full IBM Data Analytics with Excel and R Professional Certificate or Applied Data Science with R Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

4.6

13,428 Enrolled

English

4.6

13,428 Enrolled

English

What you'll learn

  • Collect and process data through web scraping and API integration

  • Perform data wrangling using R Tidyverse and regular expressions

  • Conduct exploratory analysis with SQL and visualization tools

  • Develop predictive models using linear regression

  • Create interactive dashboards with R Shiny and Leaflet

  • Present data-driven insights through professional reports

Skills you'll gain

Data Science
R Programming
Web Scraping
Data Visualization
Statistical Analysis
Regression Models
Shiny Apps
SQL
ggplot2
Data Wrangling

This course includes:

0.25 Hours PreRecorded video

4 quizzes, 1 assignment

Access on Mobile, Tablet, Desktop

FullTime access

Shareable certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

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Certificate
Certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

CREATED BY

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PROVIDED BY

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There are 6 modules in this course

This capstone project provides hands-on experience in real-world data science applications using R. Students work on a bike-sharing demand analysis project, covering the entire data science workflow from data collection to presentation. The curriculum includes web scraping, data wrangling with Tidyverse, exploratory analysis using SQL and ggplot2, predictive modeling with linear regression, and creating interactive dashboards with Shiny and Leaflet. Through guided labs and practical assignments, learners develop a comprehensive data analysis solution.

Capstone Overview and Data Collection

Module 1 · 4 Hours to complete

Data Wrangling

Module 2 · 4 Hours to complete

Performing Exploratory Data Analysis with SQL, Tidyverse & ggplot2

Module 3 · 3 Hours to complete

Predictive Analysis

Module 4 · 4 Hours to complete

Building a R Shiny Dashboard App

Module 5 · 4 Hours to complete

Present Your Data-Driven Insights

Module 6 · 2 Hours to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Applied Data Science with R Specialization, IBM Data Analytics with Excel and R Professional Certificate

Reviews

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Data Science with R - Capstone Project

Intermediate

Skill Level

21 Hours

Self-paced Video lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.