Tidyverse Skills for Data Science in R Specialization

This Specialization is intended for data scientists with some familiarity with the R programming language who are seeking to do data science using the Tidyverse family of packages. Through 5 courses, you will cover importing, wrangling, visualizing, and modeling data using the powerful Tidyverse framework. The Tidyverse packages provide a simple but powerful approach to data science which scales from the most basic analyses to massive data deployments. This course covers the entire life cycle of a data science project and presents specific tidy tools for each stage.
WHAT YOU WILL LEARN
- O​rganize a data science project
- I​mport data from common spreadsheet, database, and web-based formats
- W​rangle and manipulate messy data and build tidy datasets
- Build presentation quality data graphics

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Modeling Data in the Tidyverse (Coursera)

May 20th 2024
Modeling Data in the Tidyverse (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Statistics & Data Analysis
Data Science
Effort
Mixed
5-12 Weeks
1-4 Hours/Week
Languages
English
English
Modeling Data in the Tidyverse (Coursera)
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 [...]
Tidyverse Skills for Data Science in R Specialization
Modeling Data
Tidyverse
Hypothesis
Applied Machine Learning
Workflows
R Programming
Inference
Linear Modeling
Linear Regression
Data Science
Data Analysis
Cousera Plus
View more details
May 20th 2024
Course Auditing
Coursera
Johns Hopkins University
Statistics & Data Analysis
Data Science
Mixed
5-12 Weeks
1-4 Hours/Week
41.00 EUR/month
English
English

Visualizing Data in the Tidyverse (Coursera)

May 20th 2024
Visualizing Data in the Tidyverse (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Statistics & Data Analysis
Data Science
Effort
Mixed
4 Weeks
5-10 Hours/Week
Languages
English
English
Visualizing Data in the Tidyverse (Coursera)
Data visualization is a critical part of any data science project. Once data have been imported and wrangled into place, visualizing your data can help you get a handle on what’s going on in the data set. Similarly, once you’ve completed your analysis and are ready to present your [...]
Tidyverse Skills for Data Science in R Specialization
Data Visualization
Tidyverse
Plot
ggplot2
Animation
Visual Storytelling
Cousera Plus
View more details
May 20th 2024
Course Auditing
Coursera
Johns Hopkins University
Statistics & Data Analysis
Data Science
Mixed
4 Weeks
5-10 Hours/Week
41.00 EUR/month
English
English

Wrangling Data in the Tidyverse (Coursera)

May 20th 2024
Wrangling Data in the Tidyverse (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Statistics & Data Analysis
Effort
Mixed
4 Weeks
1-4 Hours/Week
Languages
English
English
Wrangling Data in the Tidyverse (Coursera)
Data never arrive in the condition that you need them in order to do effective data analysis. Data need to be re-shaped, re-arranged, and re-formatted, so that they can be visualized or be inputted into a machine learning algorithm. This course addresses the problem of wrangling your data so [...]
Data Wrangling
Tidyverse
Data Factory
Functional Programming
Strings
R Programming
Tidyverse Skills for Data Science in R Specialization
Data Science
Data Analysis
Coursera Plus
View more details
May 20th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Statistics & Data Analysis
Mixed
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
English

Importing Data in the Tidyverse (Coursera)

May 20th 2024
Importing Data in the Tidyverse (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Statistics & Data Analysis
Data Science
Effort
Beginner
4 Weeks
1-4 Hours/Week
Languages
English
English
Importing Data in the Tidyverse (Coursera)
Getting data into your statistical analysis system can be one of the most challenging parts of any data science project. Data must be imported and harmonized into a coherent format before any insights can be obtained. You will learn how to get data into R from commonly used formats [...]
Importing Data
Tidyverse
Data Formats
JSON
XML
Databases
Web Scraping
APIs
R Programming
Tidyverse Skills for Data Science in R Specialization
Data Analysis
Data Science
Coursera Plus
View more details
May 20th 2024
Course Auditing
Coursera
Johns Hopkins University
Statistics & Data Analysis
Data Science
Beginner
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
English

Introduction to the Tidyverse (Coursera)

May 20th 2024
Introduction to the Tidyverse (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Statistics & Data Analysis
Data Science
Effort
Beginner
4 Weeks
1-4 Hours/Week
Languages
English
English
Introduction to the Tidyverse (Coursera)
This course introduces a powerful set of data science tools known as the Tidyverse. The Tidyverse has revolutionized the way in which data scientists do almost every aspect of their job. We will cover the simple idea of "tidy data" and how this idea serves to organize data for [...]
Tidyverse Skills for Data Science in R Specialization
Tidyverse
Data Visualization
DataViz
R Programming
Tidying Data
Tidy
Data Organization
Data Management
Data Workflows
Data Science
Data Analysis
Coursera Plus
View more details
May 20th 2024
Course Auditing
Coursera
Johns Hopkins University
Statistics & Data Analysis
Data Science
Beginner
4 Weeks
1-4 Hours/Week
42.00 EUR/month
English
English