Foundations using the R specialization 2022-10 – Download

Description

Data Science: Foundations using R Specialization is a training package for performing statistical calculations and data science with the powerful R programming language published by Coursera Online University. This training is completely comprehensive and includes a set of data science tools and techniques. Some of the most important topics covered in this course include evaluating different sources of information and receiving data, cleaning and filtering data and then storing it ultimately, programming and coding with the R language, conducting of reproducible research and… underlined. This training is completely beginner-friendly and has no particular prerequisites. Almost anyone, regardless of their level of knowledge and expertise, can benefit from the valuable content in this course and develop their skills.

What you’ll learn in Data Science: Foundations Using the R Specialization:

data science
Perform statistical calculations
R programming language
machine learning
Deep learning
GitHub
Exploratory Data Analysis or EDA for short
RStudio integrated development environment
Data analysis and analytics
Troubleshooting and debugging
Data manipulation language
regular expression
The process of data cleansing or data cleansing
Cluster or clustering
Data cleaning and filtering using the R programming language
Data analysis and visualization using the powerful R programming language
Use GitHub to manage various data science projects
Basic installation and configuration of R-Studio and GitHub and other tools required for data science
And…

Course Specifications

Editor: Coursera
Instructors: Jeff Leek, Roger D. Peng and Brian Caffo
French language
Beginner level
institution/university: Johns Hopkins University
Number of lessons: 5
Duration: Approximately 5 months to complete – Suggested pace of 8 hours/week

Courses included:

Course 1

The Data Scientist’s Toolbox

Course 2

R programming

Course 3

Obtaining and cleaning data

Course 4

Exploratory data analysis

Course 5

Reproducible research

Data Science: Foundations Using R Specialization Prerequisites

Some programming experience (in any language) is recommended. We also suggest a working knowledge of mathematics up to algebra (neither calculus nor linear algebra are required).