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The SAS Certified Specialist certification is a credential that has been designed to assess an individual's ability in using SAS software tools, applications, and procedures. It is a professional-level certification that validates the candidates' expertise in SAS programming.
In order to be eligible for the SAS Certified Specialist exam, candidates should have at least 18 months of work experience in SAS programming. The exam is widely accepted in industries such as healthcare and pharmaceuticals, manufacturing, finance and insurance, retail/wholesale distribution, telecommunications, and information technology. Initially designed to cater to the needs of business managers who rely on SAS software for data analysis, the SAS Certified Specialist exam has become popular in other industries as well due to the rapid growth of the IT industry. SAS Institute A00-402 Dumps helps you in becoming a certified.
Candidates working across multiple industries can take up this certification to validate their skills. There are several ways available to become SAS Certified Specialist certified candidate. These include taking paid training courses from a few commercial vendors or enrolling in university programs that are dedicated to preparing students for this certification.
Candidates can also seek out relevant work experience and directly apply for the certification without any formal training programs. To ensure that candidates fulfill all requirements for getting certified, they are subject to rigorous testing under the supervision of certified trainers who are employed by approved training organizations or
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SASInstitute A00-402 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Model Assessment and Comparison | 15-20% | - Interpreting model results and diagnostics - Regression metrics: RMSE, R-squared, MAE - Comparing models and selecting best performer - Classification metrics: accuracy, precision, recall, F1, AUC - Profit/loss analysis and cutoff adjustment |
| Creating and Managing Pipelines | 15-20% | - Managing pipeline flow and execution - Using pipeline templates and automation - Configuring and connecting nodes - Building pipelines in Model Studio |
| Data Preparation and Exploration | 20-25% | - Loading and accessing data sources - Handling missing values and outliers - Partitioning data into training, validation, and test sets - Feature engineering and transformation - Variable selection and reduction - Data profiling and exploration |
| Overview of Supervised Machine Learning | 10-15% | - Prediction types and modeling goals - Model overfitting, underfitting, and generalization - Basic concepts and terminology |
| Model Deployment | 5-10% | - Registering and publishing models - Model scoring and operationalization - Exporting score code |
| Building Predictive Models | 25-30% | - Decision trees and tree ensembles - Regularization and optimization methods - Neural networks and deep learning basics - Using appropriate modeling nodes - Regression models (linear, logistic) |
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