Instructor-led training
Data Analytics with R Training in Springville, Utah
This course provides an overview of the basic to advanced features of the R programming language.
What you'll learn
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
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
Training locations
Data Analytics with R training across the U.S. and beyond.
We provide Data Analytics with R training onsite and live online for organizations throughout the United States and internationally.
View all Data Analytics with R training locations
Train your team with HSG
Private, instructor-led training customized for your organization.
- Onsite or live online delivery
- Customized curriculum
- Training for groups of 3 or more
- Flexible scheduling
- Experienced instructors
Questions? Call us at 303.377.6176
or email info@hartmannsoftware.com
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