Software for Analytics, Data Science,
Data Mining, and Machine Learning
- Analytics, Data Mining, Data Science, and Machine Learning platforms/suites, supporting classification, clustering, data preparation, visualization, and other tasks.
- AutoML: Automated Data Science and Machine Learning tools and platforms
- Classification software: building models to separate 2 or more discrete classes using Multiple methods |
Decision Tree |
Genetic, Rough Sets, Fuzzy Logic and other approaches |
Analysis of results, ROC
- Clustering and Segmentation software.
- Social Network Analysis, Link Analysis, and Visualization software
- Statistical Analysis software.
- Text Analysis, Text Mining, and Information Retrieval (IR)
- Visualization software
- Web Analytics and Social Media Analytics software.
- Web Usage Mining: clickstream and log analysis.
- Agents and Bots
- Anomaly Detection, Deviation, and Fraud Detection
- Association rules and market basket analysis
- Audio and Video Mining
- Bayesian and Dependency Networks
- BI (Business Intelligence), Database and OLAP software
- Data Transformation, Data Cleaning, Data Cleansing
- Estimation, Regression and Forecasting
- Libraries, Components and Developer Kits for creating embedded data mining applications
- Recommendations software and services.
- Sequential Patterns and Time Series
- Web Content Mining, web scraping, screen scraping.
- Web Searching: search engines, crawlers, and similar software.