Data Analytics with R Training

Answers to Popular Questions:

 
Yes, this class can be tailored to meet your specific training needs.
Yes, we provide Python consulting services.
Yes, group discounts are provided.

Course Description

 
This course provides an overview of the basic to advanced features of the R programming language. It is presented as a combination of lectures and hands-on exercises. Course Topics: ... Data Science Basics ... R Language Basics ... Intermediate R ... Charting and Graphing ... Statistical Processing ... Introduction to Text Analytics and the tm Package ... Introduction to Collaborative Filtering ... Implementing a Recommendation Engine
Course Length: 3 Days
Course Tuition: $1190 (US)

Prerequisites

Prior to attending this course, students should be familiar with statistical analysis concepts. Prior programming or scripting experience is strongly recommended but not required.

Course Outline

 
Upon completion of this course attendees will be able to:
• Describe the data science basics
• Write R programs that perform data analysis
• Use scalars, vectors, and functions in the programs
• Use matrices, factors, and data frames
• Generate R graphs and charts
• Perform statistical processing
• Implement a recommendation engine using collaborative filtering
 
 
I. Data Science Basics
 
II. R Language Basics
 
A. Scalars
B. Vectors
C. Functions
 
III. Intermediate R
A. Matrices
B. Factors
C. Data Frames
 
IV. Charting and Graphing
 
V. Statistical Processing
A. Linear Regression
B. Logistic Regression
 
VI. Text Analytics
A. Introduction to Text Analytics
B. Introduction to the ‘tm’ Package
 
VII. Collaborative Filtering
A. Introduction
B. Implementing a Recommendation Engine
 
 

Course Directory [training on all levels]

Upcoming Classes