R Programming

246 reviews

In this course you will learn how to program in R and how to use R for effective data analysis. You will learn how to install and configure software necessary for a statistical programming environment and describe generic programming language concepts as…

• Coursera
• 57 hours worth of material, 4 weeks long
• 9th Jan, 2023
• Free Online Course (Audit)

Statistics and R

20 reviews

An introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.

• edX
• 2-4 hours a week, 4 weeks long
• Self paced
• Free Online Course (Audit)

Bayesian Statistics

12 reviews

This course describes Bayesian statistics, in which one's inferences about parameters or hypotheses are updated as evidence accumulates. You will learn to use Bayes’ rule to transform prior probabilities into posterior probabilities, and be introduced to…

• Coursera
• 35 hours worth of material, 5 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

The R Programming Environment

1148 ratings at Coursera

This course provides a rigorous introduction to the R programming language, with a particular focus on using R for software development in a data science setting. Whether you are part of a data science team or working individually within a community of…

• Coursera
• 27 hours worth of material, 4 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Building R Packages

219 ratings at Coursera

Writing good code for data science is only part of the job. In order to maximizing the usefulness and reusability of data science software, code must be organized and distributed in a manner that adheres to community-based standards and provides a good u…

• Coursera
• 21 hours worth of material, 4 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Advanced Linear Models for Data Science 1: Least Squares

171 ratings at Coursera

Welcome to the Advanced Linear Models for Data Science Class 1: Least Squares. This class is an introduction to least squares from a linear algebraic and mathematical perspective. Before beginning the class make sure that you have the following: - A bas…

• Coursera
• 8-9 hours worth of material, 6 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Advanced R Programming

559 ratings at Coursera

This course covers advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Topics covered include functional programming in R, robust error handling, object oriented programming, profiling and…

• Coursera
• 18 hours worth of material, 4 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Getting Started with Data Visualization in R

201 ratings at Coursera

Data visualization is a critical skill for anyone that routinely using quantitative data in his or her work - which is to say that data visualization is a tool that almost every worker needs today. One of the critical tools for data visualization today i…

• Coursera
• 12 hours worth of material, 3 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Modeling Data in the Tidyverse

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 th…

• Coursera
• 21 hours worth of material, 11 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Data Visualization in R with ggplot2

92 ratings at Coursera

Data visualization is a critical skill for anyone that routinely using quantitative data in his or her work - which is to say that data visualization is a tool that almost every worker needs today. One of the critical tools for data visualization today i…

• Coursera
• 13 hours worth of material, 3 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Advanced Data Visualization with R

48 ratings at Coursera

Data visualization is a critical skill for anyone that routinely using quantitative data in his or her work - which is to say that data visualization is a tool that almost every worker needs today. One of the critical tools for data visualization today i…

• Coursera
• 11 hours worth of material, 3 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Publishing Visualizations in R with Shiny and flexdashboard

46 ratings at Coursera

Data visualization is a critical skill for anyone that routinely using quantitative data in his or her work - which is to say that data visualization is a tool that almost every worker needs today. One of the critical tools for data visualization today i…

• Coursera
• 12 hours worth of material, 3 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Importing Data in the Tidyverse

37 ratings at 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…

• Coursera
• 15 hours worth of material, 4 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Introduction to the Tidyverse

34 ratings at 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 serv…

• Coursera
• 7-8 hours worth of material, 4 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Wrangling Data in the Tidyverse

27 ratings at 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…

• Coursera
• 14 hours worth of material, 4 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)