README.md

SAS Visual Data Mining & Machine Learning

• Instructor : Iwan Prasetiawan S.KOM., M.M..
• Place : Multimedia Nusantara University
• Course : Big Data Analytics II

SAS® VDMML Exploratory Data Analysis (EDA) and Neural Network Models

Objective

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

Data Exploration

Impute Missing Observations

Partitioning Data

Neural Network Model

SAS® VDMML: Build & Compare Several Types of Models

Objective

Students understand and are able to implement the data science project using the SAS Visual Data Mining and Machine Learning to provides procedures for data exploration, model building, model comparison and selection.

Data Preparation

C45 (Decision Tree)

Logistic Regression

Gradient Boosting

Neural Network

Model Selection & Scoring