OEM Name: SAS India Pvt Ltd
Technologies: AI/ML
-
Beginner
Course level -
14 Hrs
Duration -
₹ 24000
Course fee Excluding GST -
Installments Allowed
Fee payment
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Senior Secondary
Min. qualification -
N/a
Min. academic % -
18 yrs
Min. age -
Provided
Placement assistance
Description & features
Machine Learning Using SAS Viya
General Info
Key Features
• Apply the analytical life cycle to business need• Incorporate a business-problem-solving approach in daily activities• Prepare and explore data for analytical model development• Create and select features for predictive modeling• Develop a series of supervised learning models based on different techniques such as decision trees, an ensemble of trees (forest and gradient • boosting), neural networks, and support vector machines.• Evaluate and select the best model based on business needs• Deploy and manage analytical models under production
Curriculum
Course Prerequisite: • Basic Technical User Skills With Statistics• Career Progression: Course Content• Machine Learning In Business Decision Making• Essentials Of Supervised Prediction• Introduction To Sas Viya Data Preparation• Data Exploration• Feature Extraction• Input Transformations• Feature Selection• Variable Clustering (Self-Study)• Best Practices• Selecting Your Algorithm• Decision Trees And Ensembles Of Trees• Introduction• Tree-Structure Models• Recursive Partitioning• Pruning• Ensembles Of Trees• Neural Networks• Introduction• Network Architecture• Network Learning And Optimization• Support Vector Machines And Additional Topics• Large-Margin Linear Classifier• Methods Of Solution• Nonlinear Classifier: Kernel Trick
Additional Tools• Model Assessment And Deployment• Model Assessment And Comparison• Model Deployment
Documents
