{"id":9224,"date":"2020-06-27T09:33:09","date_gmt":"2020-06-27T09:33:09","guid":{"rendered":"https:\/\/www.testpreptraining.com\/tutorial\/?page_id=9224"},"modified":"2022-04-04T07:32:21","modified_gmt":"2022-04-04T07:32:21","slug":"sas-certified-specialist-machine-learning-using-sas-viya-3-4","status":"publish","type":"page","link":"https:\/\/www.testpreptraining.ai\/tutorial\/sas-certified-specialist-machine-learning-using-sas-viya-3-4\/","title":{"rendered":"SAS Certified Specialist: Machine Learning Using SAS Viya 3.4"},"content":{"rendered":"\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.testpreptraining.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"400\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/SAS-Certified-Specialist_-Machine-Learning-Using-SAS-Viya-3.4-1.png\" alt=\"SAS Certified Specialist: Machine Learning Using SAS Viya 3.4\" class=\"wp-image-9226\"\/><\/a><\/figure><\/div>\n\n\n\n<p>The Machine Learning Using SAS Viya 3.4 exam assesses a candidate&#8217;s understanding of Visual Data Mining and Machine Learning software as well as skills such as data preparation and feature engineering, creating supervised machine learning models, evaluating model performance, and deploying models into production, among other things. However, the exam is for people who want to show off their AI and Analytics skills by analyzing data with Open Source and SAS tools. Candidates who have acquired this certificate have passed the SAS Viya 3.4 Supervised Machine Learning Pipelines test.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/3.4-addi-750x154.png\" alt=\"exam\" class=\"wp-image-9228\" width=\"926\" height=\"190\" srcset=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/3.4-addi-750x154.png 750w, https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/3.4-addi.png 1099w\" sizes=\"auto, (max-width: 926px) 100vw, 926px\" \/><\/figure><\/div>\n\n\n\n<h5 class=\"wp-block-heading\"><strong><span style=\"text-decoration: underline;\">Target Audience<\/span>:<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\"><li>Who wants to become data scientists who create supervised machine learning models using pipelines in SAS Viya.<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Benefits of SAS Credentials<\/strong><\/h4>\n\n\n\n<p>Validate your skills. Stand out.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Earn recognition for your knowledge.<\/li><li>Increase your value to your employer.<\/li><li>Enhance your credibility as a SAS professional.<\/li><li>Get a digital badge you can share.<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/3.4-benefits-750x196.png\" alt=\"SAS Certified Specialist: Machine Learning Using SAS Viya 3.4\" class=\"wp-image-9227\" width=\"938\" height=\"246\" srcset=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/3.4-benefits-750x196.png 750w, https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/3.4-benefits.png 1241w\" sizes=\"auto, (max-width: 938px) 100vw, 938px\" \/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Check: <a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/sas-certified-specialist-machine-learning-interview-questions\/\" target=\"_blank\" rel=\"noreferrer noopener\">SAS Certified Specialist: Machine Learning Interview Questions<\/a><\/strong><\/h3>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/sas-certified-specialist-machine-learning-interview-questions\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"400\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2021\/07\/SAS-Certified-Specialist-Machine-Learning-Interview-Questions.png\" alt=\"SAS Certified Specialist: Machine Learning Interview Questions\" class=\"wp-image-45864\"\/><\/a><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Learning Path<\/strong>&nbsp;<\/h3>\n\n\n\n<p>SAS offers numerous certifications which have been categorized in several categories such as Foundation tools, Advanced analytics, BI and Analytics, Data Management, Administration, JMP, etc. The Machine Learning Using SAS Viya 3.4 exam falls under the category of Advanced Analytics.\u00a0<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/3.4-learning-path-1-686x400.png\" alt=\"SAS Certified Specialist: Machine Learning Using SAS Viya 3.4\" class=\"wp-image-9230\" width=\"701\" height=\"409\" srcset=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/3.4-learning-path-1-686x400.png 686w, https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/3.4-learning-path-1.png 727w\" sizes=\"auto, (max-width: 701px) 100vw, 701px\" \/><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Learning Objectives<\/strong>&nbsp;<\/h4>\n\n\n\n<p>The objectives for the SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 are:<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.testpreptraining.ai\/sas-certified-specialist-machine-learning-using-sas-viya-34\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" width=\"702\" height=\"340\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/3.4-obje.png\" alt=\"SAS Certified Specialist: Machine Learning Using SAS Viya 3.4\" class=\"wp-image-9235\"\/><\/a><\/figure><\/div>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>1. Data Sources (30%)<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\"><li>Create a project in Model Studio (<strong>Reference:<\/strong> <a href=\"https:\/\/documentation.sas.com\/?docsetId=vdmmlug&amp;docsetTarget=p1k3ssjuk9ts7vn1lhypeceqgh3i.htm&amp;docsetVersion=8.3&amp;locale=en\" target=\"_blank\" rel=\"noreferrer noopener\">Creating a New Project<\/a>)<\/li><li>Explore the data (<strong>Reference:<\/strong> <a href=\"https:\/\/support.sas.com\/resources\/papers\/proceedings16\/2760-2016.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Easing into Data Exploration, Reporting, and Analytics Using SAS Enterprise Guide<\/a>)<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li>Modify data (<strong>Reference:<\/strong> <a href=\"https:\/\/documentation.sas.com\/?docsetId=lestmtsref&amp;docsetTarget=n0g9jfr4x5hgsfn17gtma5547lt1.htm&amp;docsetVersion=9.4&amp;locale=en\" target=\"_blank\" rel=\"noreferrer noopener\">MODIFY Statement<\/a>)<\/li><li>Reduce the dimensionality of the data (<strong>Reference:<\/strong> <a href=\"https:\/\/documentation.sas.com\/?docsetId=imlsug&amp;docsetTarget=imlsug_ugmultpca_sect002.htm&amp;docsetVersion=14.3&amp;locale=en\" target=\"_blank\" rel=\"noreferrer noopener\">Multivariate Analysis: Principal Component Analysis<\/a>)<\/li><li>Use the VARIABLE SELECTION node to identify important variables (<strong>Reference:<\/strong> <a href=\"https:\/\/documentation.sas.com\/?docsetId=emref&amp;docsetTarget=n1m7rvh6yyb3mmn0zavezsher4ml.htm&amp;docsetVersion=14.3&amp;locale=en\" target=\"_blank\" rel=\"noreferrer noopener\">Variable Selection Node<\/a>)<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>2. Building Models (50%)<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\"><li>Describe key supervised machine learning terms and concepts (<strong>Reference:<\/strong> <a href=\"https:\/\/www.sas.com\/en_us\/insights\/analytics\/machine-learning.html\" target=\"_blank\" rel=\"noreferrer noopener\">Machine Learning<\/a>)<\/li><li>Build models with decision trees and ensemble of trees (<strong>Reference:<\/strong> <a href=\"https:\/\/support.sas.com\/edu\/schedules.html?id=19659&amp;ctry=US\" target=\"_blank\" rel=\"noreferrer noopener\">Tree-Based Machine Learning Methods in SAS Viya<\/a>)<\/li><li>Building models with neural networks (<strong>Reference:<\/strong> <a href=\"https:\/\/blogs.sas.com\/content\/subconsciousmusings\/2018\/04\/20\/how-to-build-deep-learning-models-with-sas\/\" target=\"_blank\" rel=\"noreferrer noopener\">How to build deep learning models with SAS<\/a>)<\/li><li>Build models with support vector machines (<strong>Reference:<\/strong> <a href=\"https:\/\/www.sas.com\/content\/dam\/SAS\/support\/en\/sas-global-forum-proceedings\/2018\/2030-2018.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Application of Support Vector Machine Modeling and Graph Theory Metrics for Disease Classification<\/a>)<\/li><li>Use Model Interpretability tools to explain black box models (<strong>Reference:<\/strong> <a href=\"https:\/\/blogs.sas.com\/content\/subconsciousmusings\/2020\/06\/19\/explaining-black-box-models-in-sas-viya-with-programmatic-interpretability\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explaining complex models in SAS Viya with programmatic interpretability<\/a>)<\/li><li>Incorporate externally written code (<strong>Reference:<\/strong> <a href=\"https:\/\/documentation.sas.com\/?docsetId=etlug&amp;docsetTarget=p1h7xnr4n6dmown11ceyi9nmpq7p.htm&amp;docsetVersion=4.904&amp;locale=en\" target=\"_blank\" rel=\"noreferrer noopener\">Registering an External File with User-Written Code<\/a>)<\/li><\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>3. Model Assessment and Deployment (20%)<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\"><li>Explain the principles of Model Assessment (<strong>Reference:<\/strong> <a href=\"https:\/\/blogs.sas.com\/content\/iml\/2019\/01\/30\/model-validation-machine-learning.html\" target=\"_blank\" rel=\"noreferrer noopener\">Model assessment and selection in machine learning<\/a>)<\/li><li>Assess and compare models in Model Studio (<strong>Reference:<\/strong> <a href=\"https:\/\/documentation.sas.com\/?cdcId=mdlmgrcdc&amp;cdcVersion=15.3&amp;docsetId=mdlmgrug&amp;docsetTarget=p0r23u5fls033qn1wcjjakk9bzjt.htm&amp;locale=en\" target=\"_blank\" rel=\"noreferrer noopener\">Compare Models<\/a>)<\/li><li>Deploy a model (<strong>Reference:<\/strong> <a href=\"https:\/\/communities.sas.com\/t5\/SAS-Communities-Library\/How-to-deploy-and-run-your-model-with-SAS-Model-Manager-to-the\/ta-p\/512378\" target=\"_blank\" rel=\"noreferrer noopener\">How to deploy and run your model with SAS Model Manager to the SAS Micro Analytic Score Service<\/a>)<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Exam Details&nbsp;<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>Machine Learning SAS Certified Specialist SAS and Pearson VUE jointly deliver the SAS Viya 3.4 exam, which has an ID (A00-401).<\/li><li>This test is based on SAS Viya 3.4 and has 50-55 multiple-choice and short-answer questions. To pass the exam, the applicant must score at least 70%.<\/li><li>Lastly, the Machine Learning test will be given 90 minutes to the candidate to complete.<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/www.testpreptraining.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/3.4-details-1.png\" alt=\"SAS Certified Specialist: Machine Learning Using SAS Viya 3.4\" class=\"wp-image-9237\" width=\"739\" height=\"301\"\/><\/a><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Scheduling the Exam<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>The candidate needs to register the exam at Pearson VUE. The exam ID i.e A00-401 will be required while registering. <\/li><li>The exam fee is $180 USD in India and most other countries. <img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"83\" class=\"wp-image-9231\" style=\"width: 200px;\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/pearson.jpg\" alt=\"\" srcset=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/pearson.jpg 800w, https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/pearson-750x309.jpg 750w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Exam Policies&nbsp;<\/strong><\/h4>\n\n\n\n<p>The candidate should visit the SAS official website for understanding the <a href=\"https:\/\/www.sas.com\/en_in\/legal\/copyright.html\" target=\"_blank\" rel=\"noreferrer noopener\">terms and policies<\/a>. The test terms and policies include a wide range of topics, including age restrictions and minor rules, candidate identity and authentication, rights and obligations, confidentiality and agreements, and so on.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/sas-certified-specialist-machine-learning-using-sas-viya-3-4-faq\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"400\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/06\/SAS-Certified-Specialist_-Machine-Learning-Using-SAS-Viya-3.4-1-1.png\" alt=\"SAS Certified Specialist: Machine Learning Using SAS Viya 3.4\" class=\"wp-image-9232\"\/><\/a><\/figure><\/div>\n\n\n\n<h5 class=\"has-text-align-center wp-block-heading\"><strong><a href=\"https:\/\/www.testpreptraining.ai\/tutorial\/sas-certified-specialist-machine-learning-using-sas-viya-3-4-faq\/\" target=\"_blank\" rel=\"noreferrer noopener\">SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 FAQ<\/a><\/strong><\/h5>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 Preparation Steps<\/strong>&nbsp;<\/h3>\n\n\n\n<p>The preparation steps which are essential in order to successfully pass the SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 exam are:<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/www.testpreptraining.ai\/blog\/wp-content\/uploads\/2020\/08\/Yellow-Illustration-Volunteering-Infographic.png\" alt=\"Preparation guide SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 \"\/><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>1. SAS Official Website<\/strong>\u00a0<\/h4>\n\n\n\n<p>Visiting the SAS official website is an important step while preparing for the Machine Learning exam. The official site offers a lot of reliable information and sources which are very helpful in preparing for the exam. The resources such as study guide, <a href=\"https:\/\/support.sas.com\/documentation\/cdl_main\/94\/docindex.html\" target=\"_blank\" rel=\"noreferrer noopener\">documentation, sample papers<\/a>, flashcards, whitepapers, faqs, etc. The candidate can find all such important things on the official page.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2. SAS Training Program\u00a0<\/strong><\/h4>\n\n\n\n<p><a href=\"https:\/\/www.sas.com\/en_in\/certification\/training-exam-preparation.html#73058d3f-fe9a-4da4-a986-08ad7f70daba\" target=\"_blank\" rel=\"noreferrer noopener\">Training programs<\/a> are a very necessary step in the preparation of such exams like SAS Certified Specialist: Machine Learning Using SAS Viya 3.4. SAS offers its own training programs on their various examinations and certifications.&nbsp;The schedule for training is available on the official website.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>3. Flashcards<\/strong><\/h4>\n\n\n\n<p>Studying <a href=\"https:\/\/www.sas.com\/en_in\/certification\/resources\/programming-flash-cards.html\" target=\"_blank\" rel=\"noreferrer noopener\">flashcards <\/a>will test the candidate\u2019s knowledge about the SAS Viya 3.4 exam with quiz-style printable flashcards. And, the study flashcards highlight the most critical learning points from the SAS Viya 3.4 study guide. <\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>4. Books and Guides<\/strong><\/h4>\n\n\n\n<p>The next step in the preparatory guide should be books and study guides. The candidate needs to find those books which are enriched with information. Finding a good book may be a difficult task, but in order to gather the knowledge and skills, the candidate has to find, read and understand. The candidate can find <a href=\"https:\/\/support.sas.com\/en\/books.html\" target=\"_blank\" rel=\"noreferrer noopener\">SAS books here!<\/a><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>5. Practice Test\u00a0<\/strong><\/h4>\n\n\n\n<p>Most importantly, candidates have to try their hands-on practice tests. <a href=\"https:\/\/www.testpreptraining.ai\/sas-certified-specialist-machine-learning-using-sas-viya-34-practice-exam\" target=\"_blank\" rel=\"noreferrer noopener\">Practice tests <\/a>are the one that secures the candidate about their preparation. The practice test will help the candidates to recognize their vulnerable areas so that they can work on them. There are many practice tests available on the internet nowadays, so the candidate can choose which they want.\u00a0<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>6. Join a Study Group\u00a0<\/strong><\/h4>\n\n\n\n<p>Joining a group study will also be beneficial for the candidate. It will encourage them to do more hard work. Also, studying in the group will help them to stay connected with the other people who are on the same pathway as them. Also, the discussion of such study groups will benefit the students in their exam.&nbsp;<\/p>\n\n\n\n<h5 class=\"has-text-align-center wp-block-heading\"><strong><a href=\"https:\/\/www.testpreptraining.ai\/sas-certified-specialist-machine-learning-using-sas-viya-34-free-practice-test\" target=\"_blank\" rel=\"noreferrer noopener\">SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 Free Practice Test&nbsp;<\/a><\/strong><\/h5>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Machine Learning Using SAS Viya 3.4 exam assesses a candidate&#8217;s understanding of Visual Data Mining and Machine Learning software as well as skills such as data preparation and feature engineering, creating supervised machine learning models, evaluating model performance, and deploying models into production, among other things. However, the exam is for people who want&#8230;<\/p>\n","protected":false},"author":1,"featured_media":9226,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"categories":[1353],"tags":[4,1354,1355,1357,1356],"class_list":["post-9224","page","type-page","status-publish","has-post-thumbnail","hentry","category-sas","tag-m4f","tag-sas-certified-specialist-machine-learning-using-sas-viya-3-4","tag-sas-certified-specialist-machine-learning-using-sas-viya-3-4-details","tag-sas-certified-specialist-machine-learning-using-sas-viya-3-4-free-practice-test","tag-sas-certified-specialist-machine-learning-using-sas-viya-3-4-tutorial"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 - Testprep Training Tutorials<\/title>\n<meta name=\"description\" content=\"Learn and enhance your Machine Learning Using SAS Viya 3.4 skills. Become a SAS Certified Specialist: Machine Learning Now!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.testpreptraining.ai\/tutorial\/sas-certified-specialist-machine-learning-using-sas-viya-3-4\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 - Testprep Training Tutorials\" \/>\n<meta property=\"og:description\" content=\"Learn and enhance your Machine Learning Using SAS Viya 3.4 skills. 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