SASInstitute : A00-402 Questions & Answers
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Invest in your future by earning a SAS Certified Specialist (A00-402) Certification
SAS Certified Specialist (A00-402) is the specialist SAS certification for business intelligence developers and data analysts to help them build and implement BI solutions with SAS® software. SAS Certified Specialist (A00-402) certifications are designed to validate skills required to build and implement BI solutions using SAS software. SAS is a well-known analytics software used by many large businesses. SAS Institute A00-402 Dumps will help you learn the skills you need to pass this exam. In order to become a SAS administrator, you need to pass the SAS Certified Specialist A00-402 exam. This is your guide to help you get there!
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SASInstitute A00-402 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Model Deployment | 5-10% | - Registering and publishing models - Model scoring and operationalization - Exporting score code |
| Topic 2: Building Predictive Models | 25-30% | - Using appropriate modeling nodes - Decision trees and tree ensembles - Regression models (linear, logistic) - Neural networks and deep learning basics - Regularization and optimization methods |
| Topic 3: Data Preparation and Exploration | 20-25% | - Variable selection and reduction - Handling missing values and outliers - Partitioning data into training, validation, and test sets - Loading and accessing data sources - Feature engineering and transformation - Data profiling and exploration |
| Topic 4: Model Assessment and Comparison | 15-20% | - Comparing models and selecting best performer - Classification metrics: accuracy, precision, recall, F1, AUC - Profit/loss analysis and cutoff adjustment - Interpreting model results and diagnostics - Regression metrics: RMSE, R-squared, MAE |
| Topic 5: Overview of Supervised Machine Learning | 10-15% | - Model overfitting, underfitting, and generalization - Prediction types and modeling goals - Basic concepts and terminology |
| Topic 6: Creating and Managing Pipelines | 15-20% | - Building pipelines in Model Studio - Configuring and connecting nodes - Using pipeline templates and automation - Managing pipeline flow and execution |
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