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Basics of SAS Institute A00-402 Exam
SAS Institute A00-402 Exam is a computer based test which is conducted by PEARSON VUE. It is a test on the fundamentals of programming in SAS Language. In this exam, you will be tested on your knowledge of the SAS language and its use. This includes your ability to code, design and create reports and charts, along with handling and modifying data in a database. It is required that the candidate should have an experience of 3 months or more as a SAS programmer before sitting for this exam. Since he/she should have worked with SAS on regular basis, he/she should be able to grasp the concepts quickly and effectively. The candidate can enroll themselves for the same once they have cleared the SAS Language first level test. SAS Institute A00-402 Dumps will help you prepare for the same. The SAS Language first level exam covers an overview of SAS Basics such as creating formulas, writing procedures, building classes etc. Once you are clear about the basics then it is time for you to enroll for this exam and attempt it without much preparation.
SASInstitute A00-402 Exam Overview:
| Certification Vendor: | SAS Institute |
| Exam Name: | SAS Viya 3.5 Supervised Machine Learning Pipelines |
| Exam Number: | A00-402 |
| Passing Score: | 65% |
| Certificate Validity Period: | No expiration |
| Exam Price: | $180 USD |
| Exam Format: | Multiple-choice, Short-answer |
| Available Languages: | English |
| Real Exam Qty: | 50-55 |
| Exam Duration: | 100 minutes |
| Recommended Training: | Machine Learning Using SAS Viya SAS Viya 3.5 Machine Learning Specialist Exam Content Guide |
| Exam Registration: | SAS Certification Portal Pearson VUE Registration |
| Exam Way: | In-person at Pearson VUE test centers or online proctored |
| Pre Condition: | No formal prerequisites; recommended experience with SAS Viya, data mining, and machine learning concepts |
| Official Syllabus URL: | https://www.sas.com/en_us/certification/credentials/advanced-analytics/machine-learning-specialist.html |
Summarize important aspects of SAS Certified Specialist A00-402 Exam
SAS Certified Specialist A00-402 exam is one of the most challenging exams, but with SAS Certified Specialist A00-402 study guide, you can easily master all the topics and pass this exam with flying colors. You will be able to understand all the aspects of SAS Certified Specialist A00-402 certification and how you can prepare yourself for it. The SAS Certified Specialist A00-402 test will give you a lot of benefits if you clear it. You will be able to get your dream job and the salary package that goes along with it. Some people who have already taken SAS Certified Specialist A00-402 test are even earning 6 figures a year because of their SAS Certified Specialist A00-402 certification. SAS Institute A00-402 Dumps exam is very popular among the candidates as it is the most sought after exam. The information in our SAS Certified Specialist A00-402 study guide is prepared by our expert's team, which makes it a perfect solution for your certification needs. Our team has worked hard to formulate the information in a simple and easy to use format, so that anyone can benefit from it no matter what their education level is. We have kept every important aspect of SAS Certified Specialist A00-402 exam in our study material so that you don't face any problem while taking SAS Certified Specialist A00-402 exam. We guarantee that after using
SASInstitute A00-402 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Overview of Supervised Machine Learning | 10-15% | - Basic concepts and terminology - Model overfitting, underfitting, and generalization - Prediction types and modeling goals |
| Creating and Managing Pipelines | 15-20% | - Configuring and connecting nodes - Building pipelines in Model Studio - Using pipeline templates and automation - Managing pipeline flow and execution |
| Model Deployment | 5-10% | - Model scoring and operationalization - Registering and publishing models - Exporting score code |
| Data Preparation and Exploration | 20-25% | - Partitioning data into training, validation, and test sets - Handling missing values and outliers - Loading and accessing data sources - Variable selection and reduction - Data profiling and exploration - Feature engineering and transformation |
| Building Predictive Models | 25-30% | - Regularization and optimization methods - Neural networks and deep learning basics - Regression models (linear, logistic) - Decision trees and tree ensembles - Using appropriate modeling nodes |
| Model Assessment and Comparison | 15-20% | - Regression metrics: RMSE, R-squared, MAE - Classification metrics: accuracy, precision, recall, F1, AUC - Profit/loss analysis and cutoff adjustment - Interpreting model results and diagnostics - Comparing models and selecting best performer |
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