Bonanza Insight

Benefits to your organization
 

Identify the important drivers of your business metrics

Discover business rules to segment your business

Easily visualize your findings to make presentations a snap

Understand the logic behind each prediction your model makes

Data Integration

  • Multiple data source
  • Support flat files such as tab-delimited, comma separated value, or spreadsheets
  • Support streaming data
  • Integrate data from Social Media
  • Job distribution
  • Schedule Task

Model Evaluation & Deployment

  • Support multiple input data source
  • Support predictive based on learning model
  • Webs service model deployment
  • Support model evaluation / comparison
  • Real time analytic & alert
  • Monitoring & feedback model

Data Modeling

  • Clustering: k-means, Hierarchical Clustering Model
  • Classification: Logistic Regression, Linear Discriminant Analysis, Decision Tree
  • Association Rule Discovery: Frequent item-based association (Apiori)
  • Regression & Time Series: ARMA, ARIMA, GARCH
  • Deep Learning: CNN, RNN









Data Preparation

  • Provide descriptive statistic of data
  • Cleaning & fixing invalid data by vitualization, outlier analysis
  • Fixing missing values by changing null values with the mean, median or mode
  • Data transformation techniques such as indicator variables, normalization
  • Manipulate & reusable repository

Additional Features

  • Distributed computing
  • Massive Parallel Processing
  • Support NoSQL
  • Cloud computing

 

Interested? Give us a call +66 02861 4820 ext 5620-5622, 5629

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