First Commit

Author: Bayunova28

README.md

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+# SAS Visual Data Mining Machine Learning
+* Instructor : <b>Iwan Prasetiawan S.KOM., M.M..</b>
+* Place : <b>Multimedia Nusantara University</b>
+* Course : <b>Big Data Analytics II</b>
+  
+## SAS® VDMML Exploratory Data Analysis (EDA) and Neural Network Models
+### Objective
+<p align="justify">Students well understand the benefits and functionality of SAS Visual Data Mining and Machine Learning in the SAS Visual Analytics environment, 
+to describe and explore data analysis using neural Network algorithm to provides procedures for sampling, data exploration, dimension reduction, and model assessment<p>
+
+### Data Exploration
+<img align="center" src="https://github.com/Bayunova28/SAS_Visual_Data_Mining_Machine_Learning/blob/master/images/data-exploration.png" height="500" width="1000">
+  
+### Impute Missing Observations
+<img align="center" src="https://github.com/Bayunova28/SAS_Visual_Data_Mining_Machine_Learning/blob/master/images/impute-missing-observations.png" height="500" width="1000">
+
+### Partitioning Data
+<img align="center" src="https://github.com/Bayunova28/SAS_Visual_Data_Mining_Machine_Learning/blob/master/images/partioning-data.png" height="500" width="1000">
+
+### Neural Network Model
+<img align="center" src="https://github.com/Bayunova28/SAS_Visual_Data_Mining_Machine_Learning/blob/master/images/neural-network-model.png" height="500" width="1000">
+
+### Confusion Matrix
+<img align="center" src="https://github.com/Bayunova28/SAS_Visual_Data_Mining_Machine_Learning/blob/master/images/confusion-matrix.jpeg" height="400" width="1000">
+
+### Lift Chart
+<img align="center" src="https://github.com/Bayunova28/SAS_Visual_Data_Mining_Machine_Learning/blob/master/images/lift-chart.jpeg" height="400" width="1000"> 
+  
+### ROC (Receiver Operating Characteristic Curve)
+<img align="center" src="https://github.com/Bayunova28/SAS_Visual_Data_Mining_Machine_Learning/blob/master/images/roc.jpeg" height="400" width="1000">  
+  
+### Assesment
+<img align="center" src="https://github.com/Bayunova28/SAS_Visual_Data_Mining_Machine_Learning/blob/master/images/assesment.jpeg" height="400" width="1200">   
+