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Nov 11 2019

SAS Programming Complete; Learn SAS and Become a Data Ninja

SAS Programming Complete; Learn SAS and Become a Data Ninja
Created by Ermin Dedic | Video: h264, 1280x720 | Audio: AAC 48KHz 2ch | Duration: 10:47 H/M | Lec: 144 | 2.37 GB | Language: English | Sub: English [Auto-generated]


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Prepare for SAS Certified Specialist: Base Programming exam. SAS Data Step. SQL STEP. Macros. SAS Predictive Modeling.



What you'll learn
Everything needed to become a SAS Certified Specialist: Base Programming
Apply basic to advanced SAS skills.
Understand how to import data, merge data, filter your observations, clean your data, use conditional logic, and much more!
Apply SAS functions (RAND, LENGTH,TRIM, COMPRESS, and more).
Apply Arrays in situations where it makes sense, to make your life easier
Be able to show your data visually (ie graphs).
Be able to do statistical analysis (t-tests, chi square, linear regression, multiple regression)
Apply SQL syntax (like SELECT, WHERE, HAVING, GROUP BY, ORDER BY) (SAS SQL)
Join tables (Inner join, left/right join, joining three tables, and full join)(SAS SQL)
Managing tables (from how to create one, to how to alter columns, add rows)(SAS SQL)
How to apply SQL to compare tables, find duplicate records, create conditions + more(SAS SQL)
Be able to decipher if indices should be applied in your particular context (Indices)
Improve speed/performance when sub-setting data with Indices (Indices)
Create the two types of indices and utilize the index options (Indices)
Select the right variables for your Index (Indices)
Perform common tasks on Indexed data sets and understand the ramifications (Indices)
Update your indexed master data set with the latest transactions (Indices)
Create macro variables to help you with lengthy code and cut down on errors (Macro Facility)
Create Macro programs to reduce repetitive coding, and save time and money.(Macro Facility)
Save time by understanding macro assignment rules before you create your first macro(Macro Facility)
Apply macro functions to manipulate character strings(Macro Facility)
Debug problems when they occur(Macro Facility)
Understand the challenges of analytics. (Predictive Modeling)
Gain an intuitive understanding of Logistic Regression. (Predictive Modeling)
Perform a data audit. (Predictive Modeling)
Perform a Uni-variate and Bi-variate analysis of features/variables. (Predictive Modeling)
Deal with Missing Data. (Multiple Imputation). (Predictive Modeling)
Adjustments for Oversampling. (Predictive Modeling)
Dimension Reduction for your Categorical Inputs. (Predictive Modeling)
Subset selection (utilizing automatic techniques for variable/feature selection).(Predictive Modeling)
Analyze Multicollinearity in your Features.(Predictive Modeling)
Analyze Classifier Performance (ROC curves, Optimal cutoffs, K-S).(Predictive Modeling)
Partition your Data, Train a Model, and Make Predictions on Unseen Data.(Predictive Modeling)

Requirements
Internet connection

Description
*This course uses a commercial license from WPS. Anyone interested in full information, visit our disclaimer at the bottom. Thank you!*

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SAS Programming Complete has complete coverage of concepts allowing you to prepare and pass for SAS Certification. It will allow you to prepare for and pass SAS Certified Specialist: Base Programming exam. If you are using SAS Enterprise Guide, and you want to learn how to code/program instead of using the point and click interface, this course is ideal!

The first part of the course utilizes the Data step, 2nd part looks at SAS SQL, (PROC SQL STEP), the third part looks at the Macro Facility. As an addition, I have added a section on SAS Predictive Modeling using Logistic Regression. Each section has Assignments to test your understanding! I believe in learning SAS by example.

SAS programming is the language of choice of many enterprises/corporations.

As mentioned, my SAS training course is developed to to help you become a SAS Certified Specialist: Base Programming. The course also covers some elements of the SAS Certified Professional: Advanced Programming. I have recieved many private messages from students who have passed these exams, or work-related exams or interviews because of this course. I love reading these messages, especially when students tell me that they couldn't have done it without this course.

The lessons in this course are meant to be taken in order, as each lesson builds up on knowledge, and may mention some important ideas/concepts. If you skip videos, it may appear that some aspects are not being explained. For example, if you skip the import.txt lecture because you only care about importing .csv files, you may miss explanations about certain lines of codes.

Nevertheless, you will learn a lot!

As mentioned, you will learn how to code in the SAS programming language, to help you start a career/gain employment, or move up at your current company. If you're studying SAS at a post-secondary institution, this course can not only help you with school projects but prepare you for a career after you complete your education.

Let me tell you what you will learn...

In the import section, you'll learn how to import different file types (.txt, .csv, .xlsx),

In the working with data section you'll learn how to merge two data sets, filter observations, clean and reduce your data, read dates, create an enumeration variable, and much more.

There is a section on Informats/Formats and SAS Input Types (list input, column input, formatted input).

In the arrays section, I go into some detail about arrays. As of now, I show you how to use Arrays to re-code variables and create new ones.

In the Functions section, I cover the Rand function, length/lengthn/lengthc functions, Trim function, compress function, input/put functions, catx function and more!

After this section, you will get an opportunity to test your skills by trying the Integration Assignments. After-all, the goal of my SAS training is learning SAS by example.

In the visualization section, you'll learn how to make a scatter plot and bar charts.

In the statistical (data) analysis section, I'll cover independent t-tests, chi-square analysis, linear regression, and multiple regression.

After this, there are sections on SAS SQL and Macro Programming.

The course ends with SAS Predictive Modeling Training Using Logistic Regression.

Learning SAS programming means that you will be able to accomplish the same goal on ANY software that supports SAS language. I personally use WPS. You guys have your own options.

Finally, you have nothing to lose. No risk! You get a 30 day money back guarantee + the course for life (including any new content added after you enroll)!

Your future looks brighter with SAS Training and SAS Certification.

Who this course is for?
Individuals looking to become a SAS Certified Specialist: Base Programming
If you are using SAS Enterprise Guide, and you want to learn how to actually program instead of using the point and click interface, this course is ideal!
Individuals that are considering a career, or want to gain employment, with the biggest corporations/enterprises out there!
Those new to SAS syntax and or students looking for a refresher. No prior programming knowledge is required.
Those who want to know how to use the most important data analysis software/language out there!
Students who are interested in developing their SAS SQL/PROC SQL skills
Individuals who work with large data sets and deal with performance problems
Individuals who perform many repetitive programming tasks or deal with lengthy code
[/i]Homepage
https://www.udemy.com/course/sascompletetutorial/
[i]
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SAS Programming Complete; Learn SAS and Become a Data Ninja


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