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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.
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.
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
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.
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SASInstitute A00-402 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Preparation and Exploration | 20-25% | - Loading and accessing data sources - Feature engineering and transformation - Data profiling and exploration - Partitioning data into training, validation, and test sets - Handling missing values and outliers - Variable selection and reduction |
| Overview of Supervised Machine Learning | 10-15% | - Basic concepts and terminology - Prediction types and modeling goals - Model overfitting, underfitting, and generalization |
| Model Deployment | 5-10% | - Registering and publishing models - Exporting score code - Model scoring and operationalization |
| Model Assessment and Comparison | 15-20% | - Classification metrics: accuracy, precision, recall, F1, AUC - Profit/loss analysis and cutoff adjustment - Interpreting model results and diagnostics - Regression metrics: RMSE, R-squared, MAE - Comparing models and selecting best performer |
| Building Predictive Models | 25-30% | - Neural networks and deep learning basics - Regression models (linear, logistic) - Regularization and optimization methods - Using appropriate modeling nodes - Decision trees and tree ensembles |
| Creating and Managing Pipelines | 15-20% | - Using pipeline templates and automation - Building pipelines in Model Studio - Managing pipeline flow and execution - Configuring and connecting nodes |
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