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R Programming, SAS Training - Combo -iPartner
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R Programming, SAS Training - Combo

  1. R Programming, SAS Training - Combo
36 hr / 410*
(* including all taxes.)


Key Features
SMALL
BATCHES
MENTORING
BY EXPERTS
FLEXIBLE
SCHEDULE
LEARN
BY DOING
GOAL
ORIENTED



Course Agenda


  • Data mining Using Statistical packages
  • A Few concepts Before Starting
  • R-Calculator
  • Assigning Values To Variables
  • Vector Creation
  • Generating Repeats
  • What is rep Function
  • Generating Factor Levels
  • Sorting Process
  • Stack Function Used
  • Merge Function
  • Strsplit Function
  • Matrices
  • Matrix Manipulation
  • Row Sums
  • Line Plots
  • Bar Plots
  • Bar Plots For Population
  • Histogram
  • Pie Chart Components
  • One Way Analysis of Variance
  • Two Way Analysis of Variance
  • K-Means Clustering
  • Cluster Algorithm Working

  • Association Rule Mining Affinity Analysis
  • Linear Regression
  • Dependent And Independent Variables
  • Scatter Plots
  • Logistic Regression
  • Examples of Logistic Regression
  • Logistic Regression in R
  • Predication
  • Confusion Matrix
  • ROC Curve in R
  • Sensitivity & Specificity
  • Data Base Connectivity RODBC
  • Reading Data to ODBC Tables
  • Function (Mean)
  • Examples Of Function
  • Methods to integrate two popular open source softwares for Big Data analytics: R and Hadoop
  • -Integrating R with Hadoop using RHadoop and RMR package
  • Exploring RHIPE (R Hadoop Integrated Programming Environment)
  • Writing MapReduce Jobs in R and executing them on Hadoop
  • Introduction to SAS
  • Various SAS Windows
  • Editor window
  • Log window
  • Output window
  • Explorer window
  • Result window
  • Help and documentation window
  • Break programming window
  • Library icon/folder
  • Database and dataset
  • SAS code/program file
  • SAS dataset file
  • SAS window components
  • Libraries
  • Active Libraries
  • Importance of Library
  • Library types
  • SAS Program
  • Step Boundary
  • Comment adding in SAS
  • Program Submission

  • Introduction to Base SAS?
  • Proc copy
  • Import / Export wizard
  • Reading and Sub-setting the Dataset
  • SET statement
  • Important points
  • ‘WHERE’ statement
  • Operands
  • Comparison operators
  • Arithmetic operators
  • Logical operators
  • Comparison operators
  • Arithmetic operators
  • Logical operators
  • Reading and Sub Setting SAS datasets
  • Observations
  • MOD function and its usefulness
  • BETWEEN-AND function
  • IS NULL and IS MISSING functions
  • CONTAINS function
  • LIKE function
  • Input Buffer
  • PDV (Backend)
  • What is Missover?
  • Defining and Using KEEP and DROP statements
  • Hands-on Assignment to apply these statements
  • Explaining Format and Labels in SAS
  • Delimiter
  • List input for standard data
  • Raw data files
  • Execution
  • Data lines dlm
  • Datalines Rules
  • Delimiter dsd
  • General form of dsd
  • Read raw data files with formatted input
  • Column Pointer Controls
  • Controlling while a record loads
  • Multiple IN and OUT statements
  • Line pointer control / Absolute line pointer control
  • Single Trailing
  • Missover with an Example
  • Option
  • Consecutive Delimiters in List
  • Technique for list input-double trailing
  • Single trailing vs.Double trailing
  • File and Put
  • SAS Format Facility
  • SAS Formats with examples
  • Common SAS Formats
  • In formats
  • User-defined formats
  • Search Order For Formats in SAS
  • In formats
  • Character Functions
  • Numeric Functions
  • Converting Variable Type
  • Do Loop
  • SAS Array
  • Match-Merging
  • IN=And RENAME=Options
  • Mini Project

Learn & Get

  • Understand and implement various functions like Stack, merge, Strsplit
  • Gain insight into Database Connectivity , Reading data to ODBC Tables, Linear Regression, Logistic Regression
  • Prepare a comprehensive Case Study on R Programming using Hadoop
  • Know the advantages of SAS Enterprise Guide through logical statements and operators
  • Prepare a comprehensive Case Study on R Programming using Hadoop
  • Get an exposure to Advanced SAS Base

Payment Method

PAYMENT METHODS
You need to pay through PayPal. We accept both Debit and Credit Card for transaction.
SCHOLARSHIPS
We subsidize our fees by 10% for military personnel, and college students with exceptional records. To apply for a scholarship, email info@ipartner.ca
FREQUENTLY ASKED QUESTIONS
In our iPartner self-paced training program, you will receive the training assessments, recorded sessions, course materials, Quizzes, related softwares and assignments. The courses are designed in such a way that you will the get real world exposure; the solid understanding of every concept that allows you to get the most from the online training experience and you will be able to apply the information and skills in the workplace. After the successful completion of your training program, you can take quizzes which enable you to check your level of knowledge and also enables you to clear your relevant certification at higher marks/grade where you will be able to work on the technologies independently.
In Self-paced courses, the learners are able to conduct hands-on exercises and produce learning deliverables entirely on their own at any convenient time without a facilitator whereas in the Online training courses, a facilitator will be available for answering queries at a specific time to be dedicated for learning. During your self-paced learning, you can learn more effectively when you interact with the content that is presented and a great way to facilitate this is through review questions and quizzes that strengthen key concepts. In case if you face any unexpected challenges while learning, we will arrange a live class with our trainer.
All Courses from iPartner are highly interactive to provide good exposure to learners and gives them a real time experience. You can learn only at a time where there are no distractions, which leads to effective learning. The costs of self-paced training are 75% cheaper than the online training. You will offer lifetime access hence you can refer it anytime during your project work or job.
Yes, at the top of the page of course details you can see sample videos.
As soon as you enroll to the course, your LMS (The Learning Management System) Access will be Functional. You will immediately get access to our course content in the form of a complete set of previous class recordings, PPTs, PDFs, assignments and access to our 24*7 support team. You can start learning right away.
24/7 access to video tutorials and Email Support along with online interactive session support with trainer for issue resolving.
Yes, You can pay difference amount between Online training and Self-paced course and you can be enrolled in next online training batch.
Please send an email. You can join our Live chat for instant solution.
We will provide you the links of the software to download which are open source and for proprietary tools, we will provide you the trail version if available.
You will have to work on a training project towards the end of the course. This will help you understand how the different components of courses are related to each other.
Classes are conducted via LIVE Video Streaming, where you get a chance to meet the instructor by speaking, chatting and sharing your screen. You will always have the access to videos and PPT. This would give you a clear insight about how the classes are conducted, quality of instructors and the level of Interaction in the class.
Yes, we do keep launching multiple offers that best suits your needs. Please email us at: info@ipartner.ca and we will get back to you with exciting offers.
We will help you with the issue and doubts regarding the course. You can attempt the quiz again.
Sure! Your feedbacks are greatly appreciated. Please connect with us on the email support - info@ipartner.ca.