So are you one of these people who are aspiring to get certified? Are you looking for relevant preparation resources to help become a SAS Certified Specialist? If it is so, then we’ve gathered every detail of the SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 Exam for you. In this article, we’ll be discovering the various sources of preparation for the above-mentioned certification exam.
The SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 certification validates that you possess the knowledge of Visual Data Mining and Machine Learning software. Furthermore, the skills involved in this certification include feature engineering and preparing data. Moreover, the step by step structure of creating supervised machine learning models. Then assessing model performance and deploying models into production.
Why get SAS Certified?
First and foremost, SAS is a statistical software package created by the SAS Institute. This program also has data management, sophisticated analytics, and multivariate analysis capabilities. SAS is used in corporate intelligence, criminal investigations, and predictive analytics as a result. The SAS certification has a high value because of the software’s benefits.
This certification is excellent for landing a business analyst job. It demonstrates your expertise in SAS programming. This certification is very hands-on, meaning it’s practical and tailored to job needs. It covers various subjects like querying databases, data analysis, importing and exporting data files, data editing, merging data sets, and generating reports.
Who should take the exam?
The SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 certification is for data scientists. For those who create supervised machine learning models using pipelines in SAS Viya. The certificate ensures that candidates showcase their talents. The talents of AI and Analytics using Open source and SAS tools. All this is to acquire insights from data. This certification targets the following individuals –
- Firstly, Business analysts
- Secondly, Data analysts
- Marketing analysts
- Also, Marketing managers
- Then, Data engineers
- Financial analysts
- Finally, Data miners
Knowledge and prerequisite:
To appear for the SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 certification exam you need to have the knowledge of Basic Statistics and Online course by SAS for Machine Learning.
With this, you’ve familiarized yourself with the chief purpose, audience, and objectives of the exam. It is now time to dig deeper and gain a better understanding of the exam. Gaining in-depth knowledge of the exam will help you prepare the best suitable preparation strategy to pass the exam in the very first attempt.
Exam Format:
The SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 exam comes with an ID (A00-401) and is administered by SAS and Pearson VUE. This exam is based on SAS Viya 3.4. Further, it has 50-55 multiple-choice and short-answer questions and the candidate should obtain a minimum of 70% to pass the exam. Finally, the candidates will be given 90 minutes to complete the Machine Learning exam.
| Exam Name SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 | Exam Code A00-401 |
| Duration 90 mins | Exam Format Multiple Choice |
| Pass Score 70% and above | Number of Questions 50-55 Questions |
Let us now turn our attention to the more technical aspect of your preparation, namely the course outline. Going over the many domains included in the exam thoroughly will assist you in identifying the areas where your abilities will be put to the test. You’ll also learn which areas you already know a lot about and which ones you need to focus on.
Exam Course Outline
The SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 certification exam covers the following domains –
Domain 1: Data Sources (30%)
- Firstly, create a project in Model Studio
- Explore the data
- Also, modify data
- Reduce the dimensionality of the data
- Finally, use the VARIABLE SELECTION node to identify important variables
Domain 2: Building Models (50%)
- Firstly, describe key supervised machine learning terms and concepts
- Build models with decision trees and ensemble of trees
- Also, build models with neural networks
- Build models with support vector machines
- Finally, incorporate externally written code
Domain 3: Model Assessment and Deployment (20%)
- Firstly, explain the principles of Model Assessment
- Assess and compare models in Model Studio
- Finally, deploy a model
Preparation Guide for the SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 Exam
Becoming a SAS Certified Specialist in Machine Learning Using SAS Viya 3.4 requires significant effort and dedication. To pass the test and earn your certification, you need to put in a lot of hard work. That’s why we’ve created this study guide to help you prepare. By following these recommendations, you’ll master the information and skills needed for your desired certification. Additionally, we’ve compiled a list of the best learning resources to help you acquire the knowledge aligned with the main exam objectives outlined in this guide.
1. SAS Website
SAS website is the answer to excel in in-demand skills. It offers all possible aids needed for your course journey. As an international platform, it offers online learning opportunities. The website provides various training choices, including webinars and courses, to help you pursue your preferred course. You can earn certifications in various fields like Data Scientist, Statistical Business Analyst, and Predictive Modeler, ranging from basic to advanced programming.
2. SAS Training
The training offered by SAS is the most important part. You can use this Self e-learning course as per your advantage. You will learn the skills of Data Sources, Building Models, and Model Assessment and Deployment. In addition to that, you will gain knowledge of Neural Networks, Support Vector Machines, and Additional Topics. Lastly, you’ll also gain command of Decision Trees and Ensembles of Trees.
3. Reference Books
Without a doubt, books are the most dependable buddy you can have when studying for any exam. Books are your constant companions and are constantly at your disposal to help you solve your concerns and expand your knowledge. The SAS Institute also suggests a few publications that can assist you in achieving your goal of being a SAS Certified Specialist in Machine Learning Using SAS Viya 3.4.
- Machine Learning with SAS: Special Collection – This special collection will help you with Machine Learning patterns in data and models. Curated by Saratendu Sethi and published by SAS Institute itself.
- Applied Analytics Through Case Studies Using SAS and R – By Implementing Predictive Models and Machine Learning Techniques. It helps you to use Machine Learning to examine business problems and practical analytic approach.
4. Join Online Community
Joining an online community, regardless of where it is done, is always good. When a large number of individuals get involved in a problem, the chances of finding a solution grow dramatically. In addition, having different points of view makes the material more lively. The research get more extensive as a result of these conversations. Introverts, who may normally avoid dialogues, get an opportunity to express themselves. Forums are excellent for forming a community that is necessary for understanding others.
5. Practice Tests
Taking a practice exam is a terrific method to mix up your study routine and guarantee that you get the greatest scores on the real thing. Analyzing your answers will help you find areas where you need to focus your efforts and will also reveal if you are on track to meet the exam goals. So start practicing for the SAS Certified Specialist: Machine Learning Using SAS Viya 3.4 exam Now!
