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SASInstitute A00-407 (SAS Viya Forecasting and Optimization) Certification Exam is a valuable certification for professionals working in the field of forecasting and optimization using SAS Viya. SAS Viya Forecasting and Optimization certification demonstrates the knowledge and skills of individuals in various areas related to forecasting and optimization, making them more competitive in the job market.
SASInstitute A00-407 exam is designed to test a candidate's understanding of various forecasting methods, such as regression, time series, and forecasting procedures. It also assesses a candidate's knowledge of optimization techniques, such as linear programming, nonlinear programming, and network optimization. A00-407 exam also covers data manipulation and integration, which are critical skills for any forecasting and optimization expert.
SASInstitute A00-407 Exam Overview:
| Certification Vendor: | SAS Institute |
|---|---|
| Exam Name: | SAS Viya Forecasting and Optimization |
| Exam Number: | A00-407 |
| Certificate Validity Period: | 5 years |
| Real Exam Qty: | 50 |
| Exam Duration: | 90 minutes |
| Exam Format: | Multiple Choice, Short Answer |
| Exam Price: | $180 USD |
| Passing Score: | 68% |
| Available Languages: | English |
| Recommended Training: | Forecasting Using Model Studio in SAS Viya Optimization Concepts for Data Science and AI |
| Exam Registration: | Pearson VUE Registration SAS Official Certification Page |
| Exam Way: | Online proctored or onsite at Pearson VUE test centers |
| Pre Condition: | No formal prerequisites; practical experience with SAS Viya and time series analysis recommended |
| Official Syllabus URL: | https://www.sas.com/en_us/certification/credentials/advanced-analytics/forecasting-optimization-using-viya.html |
SASInstitute A00-407 Exam is one of the most comprehensive exams designed for professionals who want to master the art of forecasting and optimization using SAS Viya. A00-407 exam is designed to test an individual's knowledge and skills in areas such as data preparation, model creation, model assessment and deployment, and performance analysis.
SASInstitute A00-407 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Visualization | 15-20% | - Create forecasting projects and load data - Explore and visualize time series data - Identify patterns, trends, and outliers |
| Topic 2: Pipeline Modeling | 25-30% | - Refine and optimize pipeline settings - Select and compare forecasting models - Evaluate model performance and accuracy - Build and configure forecasting pipelines |
| Topic 3: Hierarchical Forecasting | 15-20% | - Manage hierarchical constraints - Perform forecast reconciliation - Define and structure data hierarchies - Generate hierarchical forecasts |
| Topic 4: Post-Forecasting Functionality | 10-15% | - Apply manual forecast overrides - Export and share forecast outputs - Analyze forecast results and residuals - Adjust forecasts based on business context |
| Topic 5: Optimization | 25-30% | - Define objective functions and constraints - Apply optimization to business scenarios - Solve linear and mixed-integer optimization models - Formulate optimization problems - Interpret and implement optimization results |
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