Data Science with SAS Certification هذه الدورة تدرس باللغة الإنجليزية

تفاصيل الدورة

This course will enable you to:

• Understand the role of data scientists, various analytics techniques, and widely used tools
  
• Gain an understanding of SAS, the role of GUI, library statements, importing and exporting of data and variable attributes
  
• Gain an in-depth understanding of statistics, hypothesis testing, and advanced statistical techniques like clustering, decision trees, linear regression, and logistic regression
  
• Learn the various techniques for combining and modifying datasets like concatenation, interleaving, one-to-one merging and reading. You will also learn the various SAS functions and procedure for data manipulation
  
• Understand PROC SQL, its syntax, and master the various PROC statements and subsequent statistical procedures used for analytics including PROC UNIVARIATE, PROC MEANS, PROC FREQ, PROC CORP, and more.
  
• Understand the power of SAS Macros and how they can be used for faster data manipulation and for reducing the amount of regular SAS code required for analytics
  
• Gain an in-depth understanding of the various types of Macro variables, Macro function SYMBOLGEN System options, SQL clauses, and the %Macro statement
  
• Learn and perform data exploration techniques using SAS
  
• Understand various time series models and work on those using SAS
  
• Model, formulate and solve data optimization by using SAS and OPTMODEL procedure