Course Title : Programming with R

Dates : Mar-15-18 to Apr-17-18

Days : Tuesdays and Thursdays

Timings : 6:15 PM to 10:15 PM PST

Duration : 5 Weeks (40 Hours)

Medium : Live Instructor-led Online

 

Course Description :

R (https://www.r-project.org) is the dominant programming language and software environment for statistical computing and graphics. The R language is widely used among statisticians and data miners for developing statistical and data analysis. It compiles and runs on a wide variety of UNIX platforms, Windows and Mac OS.

This course is designed for professionals who aspire to learn ‘R’ language for Analytics. The course presents both the R language and the examples that make it so useful for business developers. Focusing on practical solutions, it offers a crash course in statistics and covers elegant methods for dealing with messy and incomplete data that are difficult to analyze using traditional methods. This course will help students master R’s extensive graphical capabilities for exploring and presenting data visually.

Learning Objectives: At the end of this class, the student will be able to:

– Understand the fundamentals of ‘R’ programming
– Apply various Data manipulation and Importing techniques
– Learn Basic Statistics
– Apply Data Visualization to create fancy graphs
– Learn how to use function
– Understand the concept of Regression
– Analysis of Variance
– Perform Power Analysis
– Resampling Statistics and Bootstrapping
– Understand Machine Learning (ML) Techniques
– Principal components and Factor Analysis
– Work with Time Series
– Implement Cluster Analysis

 

Book Information: Teacher will provide course material and recommend reference books.

Programming with R
Enrollment Process :

– Employer identifies employees that need training in the courses offered.

– Employer provides its California Tax ID Number, also known as the California Employer Account Number (CEAN) to confirm program eligibility. The CEAN number is listed in Box 15, on the bottom left of the employee’s W-2 form. It is either a seven or eight digit number.

– Saisoft assists the employer to fill out the Certification Form (100E form). The employer faxes or emails it back.

– The employees fill out all the forms on the Forms page, fax their pay stubs (as proof of employment and wages) and attend the training.

– The employees complete their training and resubmit pay stubs ninety days after training ends (called the ‘retention period’) as proof of continued employment and wages.

Course Title : Programming with R

Dates : Mar-15-18 to Apr-17-18

Days : Tuesdays and Thursdays

Timings : 6:15 PM to 10:15 PM PST

Duration : 5 Weeks (40 Hours)

Medium : Live Instructor-led Online

 

Course Description :

R (https://www.r-project.org) is the dominant programming language and software environment for statistical computing and graphics. The R language is widely used among statisticians and data miners for developing statistical and data analysis. It compiles and runs on a wide variety of UNIX platforms, Windows and Mac OS.

This course is designed for professionals who aspire to learn ‘R’ language for Analytics. The course presents both the R language and the examples that make it so useful for business developers. Focusing on practical solutions, it offers a crash course in statistics and covers elegant methods for dealing with messy and incomplete data that are difficult to analyze using traditional methods. This course will help students master R’s extensive graphical capabilities for exploring and presenting data visually.

Learning Objectives: At the end of this class, the student will be able to:

– Understand the fundamentals of ‘R’ programming
– Apply various Data manipulation and Importing techniques
– Learn Basic Statistics
– Apply Data Visualization to create fancy graphs
– Learn how to use function
– Understand the concept of Regression
– Analysis of Variance
– Perform Power Analysis
– Resampling Statistics and Bootstrapping
– Understand Machine Learning (ML) Techniques
– Principal components and Factor Analysis
– Work with Time Series
– Implement Cluster Analysis

 

Book Information: Teacher will provide course material and recommend reference books.

Enrollment Process :

– Employer identifies employees that need training in the courses offered.

– Employer provides its California Tax ID Number, also known as the California Employer Account Number (CEAN) to confirm program eligibility. The CEAN number is listed in Box 15, on the bottom left of the employee’s W-2 form. It is either a seven or eight digit number.

– Saisoft assists the employer to fill out the Certification Form (100E form). The employer faxes or emails it back.

– The employees fill out all the forms on the Forms page, fax their pay stubs (as proof of employment and wages) and attend the training.

– The employees complete their training and resubmit pay stubs ninety days after training ends (called the ‘retention period’) as proof of continued employment and wages.

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