Advanced SAS Functionalities covered in SAS Internship
Explore the tailored allocation of Advanced SAS functionalities across internship durations, designed to provide interns with a step-by-step mastery of data management, advanced analytics, reporting, and automation skills.
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SAS Internship Fees
Internship Program Structure
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Advanced Statistical Procedures
- Regression Modeling (e.g., Linear, Logistic, and Generalized Linear Models)
- Analysis of Variance (ANOVA)
- Mixed Models and Multilevel Modeling
- Survival Analysis
- Time Series Analysis
- Bayesian Analysis
- Multivariate Analysis (e.g., Principal Component Analysis, Factor Analysis)
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Data Mining and Predictive Modeling
- Decision Trees
- Cluster Analysis
- Neural Networks
- Text Mining
- Random Forests and Ensemble Models
- Model Scoring and Validation
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Optimization and Forecasting
- Linear and Nonlinear Optimization
- Resource Allocation and Scheduling
- Time Series Forecasting (e.g., ARIMA models)
- Demand Planning and Inventory Forecasting
- Operations Research Techniques (e.g., Network Analysis, Queueing Models)
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Enhanced Data Integration
- Extract, Transform, and Load (ETL) Processes
- Data Warehousing and Database Integration
- Data Cleansing and Transformation
- Real-Time Data Access and Streaming
- Integration with Big Data (e.g., Hadoop, Spark)
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High-Performance Data Processing
- Parallel Processing and Multithreading
- In-Database Processing
- Efficient Data Sorting and Indexing
- Large-Scale Data Processing with SAS Grid
- Data Compression Techniques
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SQL Optimization and Indexing
- Advanced SQL Joins and Subqueries
- Indexing and Partitioning for Large Datasets
- SQL Pass-Through for Database-Specific Queries
- Recursive Queries and Complex Data Structures
- Optimized Query Execution Plans
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Advanced Graphing and Visualizations
- 3D Plotting and Surface Plots
- Customizable High-Resolution Graphs
- Statistical and Clinical Graphs (e.g., Kaplan-Meier plots)
- Heatmaps and Geo-Spatial Mapping
- Interactive Dashboards with SAS Visual Analytics
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Advanced Macro Programming
- Dynamic Macro Variables and Macro Arrays
- Macro Autocall Libraries
- Error Handling and Debugging in Macros
- Automated Report Generation with Macros
- Complex Looping and Conditional Logic in Macros
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Data Security and Compliance
- Data Masking and Encryption
- Audit Trails and Logging for Compliance
- Role-Based Access Control
- Data Anonymization for Privacy
- Integration with Regulatory Standards (e.g., FDA 21 CFR Part 11)
Allocation of Advanced SAS Functionalities by Internship Duration
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5 - 10 Days
- 1.1
- 2.1
- 3.1
- 4.1
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15 Days
- 1.1
- 1.2
- 2.1
- 3.1
- 4.1
- 5.1
-
20 Days
- 1.1
- 1.2
- 1.3
- 2.1
- 2.2
- 3.1
- 4.1
- 5.1
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30 Days
- 1.1
- 1.2
- 1.3
- 1.4
- 2.1
- 2.2
- 3.1
- 4.1
- 5.1
- 6.1
-
45 Days
- 1.1
- 1.2
- 1.3
- 1.4
- 1.5
- 2.1
- 2.2
- 3.1
- 4.1
- 5.1
- 6.1
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2 Months
- 1.1
- 1.2
- 1.3
- 1.4
- 1.5
- 2.1
- 2.2
- 3.1
- 3.2
- 4.1
- 5.1
- 6.1
-
3 Months
- 1.1
- 1.2
- 1.3
- 1.4
- 1.5
- 1.6
- 2.1
- 2.2
- 3.1
- 3.2
- 4.1
- 5.1
- 6.1
-
4 Months
- 1.1
- 1.2
- 1.3
- 1.4
- 1.5
- 1.6
- 2.1
- 2.2
- 3.1
- 3.2
- 4.1
- 4.2
- 5.1
- 6.1
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5 Months
- 1.1
- 1.2
- 1.3
- 1.4
- 1.5
- 1.6
- 2.1
- 2.2
- 2.3
- 3.1
- 3.2
- 4.1
- 4.2
- 5.1
- 6.1
-
6 Months
- 1.1
- 1.2
- 1.3
- 1.4
- 1.5
- 1.6
- 2.1
- 2.2
- 2.3
- 3.1
- 3.2
- 3.3
- 4.1
- 4.2
- 5.1
- 5.2
- 6.1
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7 to 8 Months
- 1.1
- 1.2
- 1.3
- 1.4
- 1.5
- 1.6
- 2.1
- 2.2
- 2.3
- 2.4
- 3.1
- 3.2
- 4.1
- 4.2
- 5.1
- 6.1
-
9 to 11 Months
- 1.1
- 1.2
- 1.3
- 1.4
- 1.5
- 1.6
- 2.1
- 2.2
- 2.3
- 2.4
- 3.1
- 3.2
- 3.3
- 4.1
- 4.2
- 5.1
- 5.2
- 6.1
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1 Year
All the functionalities mentioned above.
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Note: Interns get complete handson exposure to all steps in the allocated methodology.Fee, Application Process and Other Details: Please visit
NTHRYS Internship Program Fees