KDnuggets Site Map
- About KDnuggets
- Companies, offering
- Bioinformatics products and solutions
- Data Science and Analytics products
- Consulting and Training
- Data Warehousing and OLAP
- Market research and analysis
- Cloud Analytics and SaaS providers
- Courses
- Conferences and Meetings
- Education, degree programs in Analytics, Data Science, and Machine Learning
- Data Mining Course lectures and teaching modules for one semester, undergraduate course, developed by Gregory Piatetsky-Shapiro, freely available.
- Datasets for testing Data Mining algorithms.
- FAQ: Frequently Asked Questions
Precision and Recall Calculation
What is data mining?
... - Gregory Piatetsky-Shapiro
- Jobs in Analytics, Big Data, Data Mining, and Data Science
- Academic and Research positions
- details for KDnuggets job posting
- Testimonials about KDnuggets job postings
- News - KDnuggets News, leading newsletter on Data Mining
- Issues for 2018, 2017, 2016, 2015, 2014, 2013, 2012, 2011, 2010, 2009, 2008, 2007, 2006 2005, 2004, 2003, 2002, 2001, 2000, 1999, 1998, 1997, 1996, 1995, 1994, 1993.
- Subscribe to KDnuggets News (free)
- schedule of forthcoming issues
- submission guidelines
- Software for Analytics, Data Mining and Data Science
- Suites
- Classification
- Multiple approaches
- Classification with Decision tree methods
- Classification with Rule-based methods
- Classification with Neural networks
- Bayesian and Dependency Networks
- SVM (Support Vector Machines)
- Rough sets, Genetic algorithms, Fuzzy Logic and other approaches.
- Analysis of classification results, ROC curves, and more
- Clustering
- Data Transformation and Cleaning
- Statistical Analysis
- Visualization
- Agents
- Association rules
- Audio and Video Mining
- BI, Database and OLAP
- Bayesian and Dependency Networks
- Deviation and Fraud Detection
- Estimation, Regression and Forecasting
- Libraries, Components and Developer Kits
- Sequential Patterns and Time Series
- Social Network Analysis, Link Analysis, and Visualization software
- Text Analysis and Information Retrieval (IR)
- Web Analytics software.
- Web Usage Mining: clickstream and log analysis.
- Web Searching: search engines, crawlers, ...
- Solutions, industry-specific
- ASP Analytics
- Banking and Credit Scoring
- Bioinformatics and Pharmaceutical
- CRM (Customer Relationship Management)
- Data Providers and Data Cleaning Tools
- Microarray Gene Expression data analysis
- eCommerce
- Email analysis, response, and marketing
- Fraud Detection
- Health Care and Human Resources
- Knowledge Management
- Marketing: real-time, email, web, ...
- Personalization
- Privacy
- Real-Time Decisioning
- Retail
- Sports and Entertainment
- Stock and Investment Analysis and Prediction
- Telecom
- Travel
- Web Advertising
- Web Mining, Analysis, and Reporting
- Polls
- Publications on Data Mining
- Webcasts and Webinars
- Websites
- Agents and Bots
- Artificial Intelligence and Intelligent Systems
- Bioinformatics and Genomics
- BI, Databases, Data Warehousing and OLAP
- Financial Data Mining
- Microarray Gene Expression Analysis
- Non-English: (French, German, Portuguese, Spanish...)
- Privacy protection
- Standards and Industry Organizations
- Statistics
- Text Mining and Web Mining
