New Business

New Business – Machine Learning

The data analysis and machine learning solution of BECOME SOLUTION extracts data constructed by the Big Data solution and provides an analysis result obtained using an analysis algorithm proper for a purpose, and provides prediction, analysis, and modeling functions based on machine learning.
It is optimized and used for log analysis algorithm, process characteristics analysis and prediction, and basis information analysis through abnormality sensing and fault prediction during smart factory system configuration.

- Project/Product Overview

The data analysis and machine learning solution of BECOME SOLUTION extracts data constructed by the Big Data solution and provides an analysis result obtained using an analysis algorithm proper for a purpose, and provides prediction, analysis, and modeling functions based on machine learning.

- Product Features & Merits

· Provides data analysis based on Big Data technology and machine learning techniques
· Distribution/Parallel processing machine learning based on MapReduce technology
· Provides data analysis function based on Data Mining Algorithm
· Provides improved map learning and non-map learning algorithms and modeling techniques

- Product Function

Teaching & studying machine learning algorithm / modeling
· Generalized Linear Models
· Decision Tree
· Gradient Boosting Machine
· Deep Learning: CNN: Convolutional Neural Network, DNN: Deep Neural Network

Non-map learning machine algorithm / modeling
· Clustering : k-means
· Anomaly Detection