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Programming with R for Data Science Course Outline

 (3 days)

Overview
This course is part of the Microsoft Professional Program Certificate in Data Science.

In this computer science course from Microsoft, developed in collaboration with the Technical University of Denmark (DTU), get the knowledge and skills you need to use R, the statistical programming language for data scientists, in the field of your choice.

In this course you will learn all you need to get up to speed with programming in R. Explore R data structures and syntaxes, see how to read and write data from a local file to a cloud-hosted database, work with data, get summaries, and transform them to fit your needs. Plus, find out how to perform predictive analytics using R and how to create visualizations using the popular ggplot2 package.

Duration
Approximately 6 weeks assuming 4 to 8 hours of effort per week.

What you'll learn
Explore R language fundamentals, including basic syntax, variables, and types
How to create functions and use control flow.
Details on reading and writing data in R
Work with data in R
Create and customize visualizations using ggplot2
Perform predictive analytics using R

Course Syllabus

Section 1: Introduction

Section 2: Functions

Section 3: Control flow and Loops

Section 4: Working with Vectors and Matrices

Section 5: Reading in Data

Section 6: Writing Data

Section 7: Reading from SQL Server

Section 8: Working with Data

Section 9: Manipulating Data

Section 10: Simulation

Section 11: Linear model

Section 12: Graphics in R
View outline in Word

ED209X

Attend hands-on, instructor-led Programming with R for Data Science training classes at ONLC's more than 300 locations. Not near one of our locations? Attend these same live classes from your home/office PC via our Remote Classroom Instruction (RCI) technology.

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