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SAS Predictive modeling (Advanced analytics)

SAS (previously "Statistical Analysis System") is a software suite developed by SAS Institute for advanced analytics, multivariate analyses, business intelligence, data management, and predictive analyticsSAS was developed at North Carolina State University from 1966 until 1976, when SAS Institute was incorporated.

Why this course ?

SAS is the leader in analytics. Through innovative analytics, business intelligence and data management software and services, SAS helps customers at more than 83,000 sites make better decisions faster. Since 1976, SAS has been giving customers around the world. 

Course Features

  • Instructor Live Sessions

    30hrs of Online Live Instructor-led Classes. Weekend class:10 sessions of 3 hours each and Weekday class:15 sessions of 2 hours each.
  • Real-life Case Studies

    Live project based on any of the selected use cases on the above selected Domain.
  • Assignments

    Each class will be followed by practical assignments which can be completed before the next class.
  • Lifetime Access

    You get lifetime access to the Learning Management System (LMS). Class recordings and presentations can be viewed online from the LMS.
  • 24 x 7 Expert Support

    We have 24x7 online support team available to help you with any technical queries you may have during the course.
  • Certification

    Towards the end of the course, you will be working on a project. Covalent certifies you as an course Expert based on the project.

Course Curriculum

Download
  • SAS Advanced Analytics Course content

    SAS Adv. Analytics or Predictive Modelling:-

    SAS Base & Advanced Course:- 

    • Getting Started with SAS
    • Working with SAS syntax
    • Getting Familiar with SAS dataset
    • Reading SAS datasets
    • Reading SAS datasets
    • Reading Excel worksheets
    • Reading Delimited Raw data files
    • Validating and cleaning data
    • Manipulating data
    • Combining SAS Datasets
    • Enhancing Report (ODS systems)
    • Summary Reports
    • Controlling Input and Output
    • Summarizing Data
    • Reading Raw Data Files
    • Data Transformations
    • Processing Data iteratively
    • Restructuring a Data set
    • TRANSPOSE Procedure

    SQL Procedure:

    • Introduction to SQL procedure
    • Basic Queries
    • Displaying Query Results
    • Sub queries
    • SQL Joins
    • Set Operators
    • Creating Tables and views
    • Interfacing SQL with Macro Language
    • Managing Tables
    • Use of SQL in Clinical Trials

    Macro language (SAS Macro)

    • Macro Variables
    • Macro definitions
    • Data Step and SQL Procedure
    • Macro Programs
    • Use of Macro language in Clinical Research

    SAS Enterprise Guide

    • Introduction
    • Reading Data from Files
    • Creating Reports
    • Working with Data in the Query Builder
    • Joining Two Data Files Together

     

    Free sessions :

    SQL

    EXCELL

     

    Predictive Modelling:

    I. Descriptive Statistics

    Introduction to Statistics

    Data Preparation

    Discrete Distributions

    Binomial, Poisson, Negative Binomial, Geometric and Hyper-Geometric Distributions.     

    Continuous Distributions

    Normal, Uniform, Gamma, Beta of I and II kinds, Exponential, Cauchy Distributions.

    Sampling Methods

     

    II. Statistical Inference

    Parametric tests

    Non parametric Tests

     

    III. Predictive Modeling technique

    Simple Linear Regression (SLR)

     

    IV. Multiple Linear regressions 

    V.  Logistic Regression for Classification and Prediction

    VI. Forecasting Technique (Time series Analysis)

    VII. Multivariate Techniques

     

Projects

  • SAS Adv Analytics Projects

    SAS Adv Analytics  Real Time Projects

FAQ's

  • Can I attend a demo session before enrollment?

    Yes

  • What if I miss a class ?

    If you miss a class we can provide recording video for particular session and same session you have to attend another batch also

  • Will I get placement Assistance ?

    Yes

  • Do I receive a certificate for training ?

    • Once you are successfully through the course you will be awarded with Covalent's Training certificate.
    • Covalent certification has industry recognition and we are the preferred training partner for many MNCs.
  • what support is available after the training?

    Doubts clarification up to getting a job

    Resume preparation

    Malk interviews

    Placement Assistance

  • What Features do you provide?

    • Led sessions with corporate trainers
    • Course Material
    • Real time projects with industry experts
    • Day wise Assignments (Tasks)
    • Lab facilities
    • Placement assistance
    • Resume preparation
    • Software installation
    • Doubts  clarifications

Certifications

  • Course Completion Certificate

    • Once you are successfully through the course you will be awarded with Covalent's Training certificate.
    • Covalent certification has industry recognition and we are the preferred training partner for many MNCs.

Videos

SAS Advanced Analytics Demo video first class
SAS Advanced Analytics Demo video second class

Reviews

Nagesh

Analytics Manager

Hi This is Nagesh I am very happy with Covalent Technologies Company for providing Best SAS Training. why because I am from MBA Back ground but I Learned sas with in 3-Months duration along with project and I got Placement in cargomen logistics company as a SAS Analyst.

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