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• CMSR Data Miner and Rule-Engine Software Suite – free academic use

  CMSR - Cramer Modeling, Segmentation and Rules - is data miner and rule-engine suite having rule-engines as a unique feature. Rule-engines provide rule-based predictive model evaluation.

  https://www.kdnuggets.com/2014/02/cmsr-data-miner-rule-engine-software-suite-free-academic-use.html

• KDnuggets™ News 14:n03, Feb 5

  Features (9) | Software (4) | Webcasts (2) | Courses, Events (9) | Meetings (3) | Jobs (9) | Academic (3) | Competitions (1) | Publications (7) | Tweets (7) | NewsBriefs (3) | CFP (14) | Quote Features Top Trends in Analytics and Big Data ahead of Strata 2014 Read more »

  https://www.kdnuggets.com/2014/n03.html

• More Data Mining with Weka

  This online course teaches both principles and practical data mining techniques, lets students work on very big datasets, classify text, experiment with clustering, and much more.

  https://www.kdnuggets.com/2014/01/more-data-mining-weka.html

• Determining the Value of Insights

  With the value of Consumer Insights being questioned to justify ROI, the Market Research professionals need to figure out ways to quantify the value of those insights. Determining the value of insights is no easy task and requires focus on three key components.

  https://www.kdnuggets.com/2014/01/determining-value-insights.html

• Viewpoint: Why your company should NOT use “Big Data”

  Hardcore analytics (and Big Data) can add value, but only marginally and only for companies that have already mastered using the data they already have. The ‘obvious’ information from your own data can get you 90%+ of the total impact, so start there. The hard part is executing the basic insights across the organization.

  https://www.kdnuggets.com/2014/01/viewpoint-why-your-company-should-not-use-big-data.html

• Using Data Mining to Predict the Winter Olympics Medal Counts in Sochi

  Could data mining techniques accurately predict the medal counts at the Olympics? A predictive model could give us an estimate of the number of medals each nation might win; but how close could we get to the actual outcomes? It was a tantalizing project …

  https://www.kdnuggets.com/2014/01/data-mining-predict-sochi-winter-olympics-medal-counts.html

• News

  https://www.kdnuggets.com/news/index.html

• Tags

  https://www.kdnuggets.com/tags

• Split on Data Science Skills: Individual vs Team Approach

  The results of latest KDnuggets poll show an almost equal split between those who favor individual and those who favor the team approach. See the counterintuitive regional differences and interesting comments.

  https://www.kdnuggets.com/2014/01/split-on-data-science-skills-individual-vs-team-approach.html

• PAN Competition: Plagiarism Detection, Author Identification, Author Profiling

  Take part in one of 3 tasks: Plagiarism Detection - given a document, is it an original? Author Identification - given a document, who wrote it? Author Profiling - given a document, what is author age / gender?

  https://www.kdnuggets.com/2014/01/pan-competition-plagiarism-detection-author-identification-author-profiling.html

• Interpreting Model Performance with Cost Functions

  Cost functions are critical for the correct assessment of performance of data mining and predictive models. This series goes deep into the statistical properties and mathematical understanding of each cost function and explores their similarities and differences.

  https://www.kdnuggets.com/2014/01/salford-interpreting-model-performance-with-cost-functions.html

• KDnuggets™ News 14:n02, Jan 22

  Features (10) | Software (3) | Webcasts (2) | Courses, Events (5) | Meetings (3) | Jobs (11) | Academic (3) | Competitions (1) | Publications Read more »

  https://www.kdnuggets.com/2014/n02.html

• MADlib: Big Data Machine Learning in SQL for Data Scientists

  MADlib is open source with commercially usable BSD license; supports Postgres and Pivotal Greenplum DBMS, and provides classification, regression, clustering, topic modeling and other analytics for Big Data.

  https://www.kdnuggets.com/2014/01/madlib-big-data-machine-learning-sql-for-data-scientists.html

• 2014 Jan Publications: Analytics, Big Data, Data Mining and Data Science

  All (69) | News, Software (19) | Courses, Events (20) | Publications (15) Top KDnuggets tweets, Jan 17-19: Learning from Data: Caltech free online course; Read more »

  https://www.kdnuggets.com/2014/01/publications-old.html

• 2014 Jan: Courses and Events: Analytics, Big Data, Data Mining and Data Science

  All (69) | News, Software (19) | Courses, Events (20) | Publications (15) JMP Analytically Speaking Webcasts: Rob Reul (Jan 29), Michael Schrage (Feb 12) Read more »

  https://www.kdnuggets.com/2014/01/courses-events-old.html

• 2014 Jan: Features, News, Software: Analytics, Big Data, Data Mining, and Data Science

  All (69) | News, Software (19) | Courses, Events (19) | Publications (15) Split on Data Science Skills: Individual vs Team approach ( comments) - Read more »

  https://www.kdnuggets.com/2014/01/news-software-old.html

• 2014: Analytics, Data Mining, and Data Science News

  Latest News | Top Stories News for Dec | Nov | Oct | Sep | Aug | Jul | Jun | May | Apr | Read more »

  https://www.kdnuggets.com/2014/index.html

• 2014 Jan: Analytics, Big Data, Data Mining and Data Science News

  All (84) | News, Software (26) | Courses, Events (30) | Publications (15) | Top Tweets (13)   AltaPlana 2014 Text Analytics Market Study - Read more »

  https://www.kdnuggets.com/2014/01/index-old.html

• Unicorn Data Scientists vs Data Science Teams

  A recent post has generated an intense discussion about finding "unicorn" data scientists with a combination of all the needed skills, or whether that skillset is best filled by a team. Here are the highlights, including a proposal how to train well-rounded data scientists.

  https://www.kdnuggets.com/2013/12/unicorn-data-scientists-vs-data-science-teams-discussion.html

• Top stories for Dec 22-29: Data Mining Applications with R; “Data Scientist” catches up with “Statistician”

  Data Mining Applications with R; "Data Scientist" catches up with "Statistician", surpasses "Data Miner"; What is Wrong with the Definition of Data Science.

  https://www.kdnuggets.com/2013/12/top-news-week-Dec-22.html

• Top Datasets on Reddit

  Most popular dataset posts on Reddit include NFL Game Metadata, Reddit top 2.5 Million posts, Zillow housing prices, and, of course, a database of cat pictures.

  https://www.kdnuggets.com/2013/12/top-datasets-on-reddit.html

• KDnuggets™ News 14:n01, Jan 8

  coming on Jan 8

  https://www.kdnuggets.com/2014/n01.html

• KDnuggets Resources for Analytics and Data Mining

  The entire KDnuggets.com website is devoted to Data Mining and related topics. See site map and pages for: KDnuggets News, the leading newsletter on Data Read more »

  https://www.kdnuggets.com/faq/kdnuggets-data-mining.html

• 2013 Dec Publications: Analytics, Big Data, Data Mining and Data Science

  All (95) | News, Software (27) | Courses, Events (12) | Jobs | Academic | Publications (38) Unicorn Data Scientists vs Data Science Teams - Read more »

  https://www.kdnuggets.com/2013/12/publications.html

• 2013 Dec Courses and Events: Analytics, Big Data, Data Mining and Data Science

  All (95) | News, Software (27) | Courses, Events (12) | Jobs | Academic | Publications (38) Replay: What Lies Ahead for Big Data and Read more »

  https://www.kdnuggets.com/2013/12/courses-events.html

• 2013 Dec News: Analytics, Big Data, Data Mining and Data Science Features, News, and Software

  All (95) | News, Software (27) | Courses, Events (12) | Jobs | Academic | Publications (38) Top stories for Dec 22-29: Data Mining Applications Read more »

  https://www.kdnuggets.com/2013/12/news-software.html

• 2013 Dec: Analytics, Big Data, Data Mining and Data Science News

  All (95) | News, Software (27) | Courses, Events (12) | Jobs | Academic | Publications (38) Unicorn Data Scientists vs Data Science Teams - Read more »

  https://www.kdnuggets.com/2013/12/index.html

• What is Wrong with the Definition of Data Science

  A veteran statistician argues that 3 different areas usually included in "Data Science" require dramatically different, skills, education, and training with very little overlap.

  https://www.kdnuggets.com/2013/12/what-is-wrong-with-definition-data-science.html

• Forums

  KDnuggets Forums have been discontinued, but we invite you to join the discussion on KDnuggets Analytics, Data Mining, and Data Science LinkedIn group. Also, you Read more »

  https://www.kdnuggets.com/phpBB/

• Where to start with Data Mining and Data Science

  Gregory Piatetsky answer: You can best learn data mining and data science by doing, so start analyzing data as soon as you can! However, don't Read more »

  https://www.kdnuggets.com/faq/learning-data-mining-data-science.html

• Web Analytics and Social Media Analytics Software

  Including web log analyzers and web usage mining software   Web Analytics & Social Media Analytics Software: commercial AlterWind Log Analyzer Professional, website statistics package Read more »

  https://www.kdnuggets.com/software/web-analytics.html

• Data Visualization Software

  Visualization sites | commercial software | free software Data360, a site where you can find, present and share data; created to provide clear context on Read more »

  https://www.kdnuggets.com/software/visualization.html

• Statistics Software

  commercial | free Analyse-it!, accurate low-cost statistical software for Microsoft Excel. Appricon's Analysis Studio, a statistical analysis and modeling software with advanced logistic regression modeling, Read more »

  https://www.kdnuggets.com/software/statistics.html

• Graph and Social Network Analysis, Link Analysis, and Visualization

  commercial software | sites | free software AdvancedMiner Social Network Analysis (SNA), models social relationships among persons, designed to enhance the available customer information with Read more »

  https://www.kdnuggets.com/software/social-network-analysis.html

• Clustering and Segmentation Software

  Commercial Clustering Software BayesiaLab, includes Bayesian classification algorithms for data segmentation and uses Bayesian networks to automatically cluster the variables. ClustanGraphics3, hierarchical cluster analysis from Read more »

  https://www.kdnuggets.com/software/clustering.html

• Software for Analysis of Classification

  Analyse-it, Method evaluation & validation software for Excel. Includes ROC curves, method comparison, NCCLS imprecision, reference ranges, and NCCLS linearity. Free 30-day trial. Losswise provides Read more »

  https://www.kdnuggets.com/software/classification-analysis.html

• Genetic Programming, Rough Sets, Fuzzy Logic, and other classification software

  commercial: BLIASoft Knowledge Discovery software, for building models from data based mainly on fuzzy logic. Datalogic, professional tool for knowledge acquisition, classification, predictive modelling based Read more »

  https://www.kdnuggets.com/software/classification-other.html

• Web Searching Software

  Digital Information Gateway (DIG), an advanced information sharing and retrieval solution for searching database servers, documents, web pages, and e-mail servers from a common user Read more »

  https://www.kdnuggets.com/software/web-searching.html

• Web Content Mining, Screen Scraping, Data Extraction

  commercial | free and open source AMI Enterprise Intelligence searches, collects, stores and analyses data from the web. Astera ReportMiner is an end-to-end no-code data Read more »

  https://www.kdnuggets.com/software/web-content-mining.html

• Sequential Patterns and Time Series Software

  EidoSearch software for time-series analysis: highlight any data pattern that interests you and EidoSearch software finds all similar patterns from the past and present, analyzes Read more »

  https://www.kdnuggets.com/software/sequence.html

• Software for Recommendations

  Aggregate Knowledge, creates automated behavior recommendations for websites, offering Discovery for Retail, Discovery for Media and the Collective Discovery Network. San Mateo, CA. ChoiceStream, deliver Read more »

  https://www.kdnuggets.com/software/recommendations.html

• Libraries and Development Kits for Data Mining

  commercial: | free and open-source AC2 (from Isoft), a set of libraries for building data mining solutions on the server side. Analytics1305 Machine Learning Library, Read more »

  https://www.kdnuggets.com/software/libraries.html

• Estimation and Forecasting Software

  commercial: | free 11Ants Model Builder, upgrades Microsoft Excel into a powerful, simple to use data mining / predictive analytics tool, with regression, classification and Read more »

  https://www.kdnuggets.com/software/estimation.html

• Anomaly Detection, Deviation and Fraud Detection Software

  Anodot provides real-time analytics and automated anomaly-detection systems to find outliers in Big Data and transform them into valuable business insights. Delta Miner, integrates new Read more »

  https://www.kdnuggets.com/software/deviation.html

• Data Transformation, Data Cleaning, Data Cleansing Software

  Ab Initio, provides high-performance software library and graphical environment for data transformation AMADEA, data Extraction, Transformation, and Real Time Reporting software AnalyticsCanvas, helps automate Google Read more »

  https://www.kdnuggets.com/software/data-cleaning.html

• Software for Audio and Video Mining

  BurgSys, offers software products for image mining, audio analysis and video analysis. CallMiner speech analytics solution listens to recorded conversations to uncover trends in agent/customer Read more »

  https://www.kdnuggets.com/software/audio-video-mining.html

• Software for Associations Discovery

  Associations Software: commercial Azmy SuperQuery, includes association rule finder. IBM SPSS Modeler Suite, includes market basket analysis. LPA Data Mining Toolkit supports the discovery of Read more »

  https://www.kdnuggets.com/software/associations.html

• Software for Intelligent Agents and Bots

  Artificial Life, develops, markets and supports intelligent robots for the Internet. Autonomy provides bayesian-based infrastructure for user profiling, aggregation, categorization, and personalization of unstructured information. Read more »

  https://www.kdnuggets.com/software/agents-bots.html

• Web Mining and Web Usage Mining Software

  Web Mining Software: commercial | free, open-source 11Ants Model Builder, mine your web usage data in Excel. Powerful but simple to use data mining tool. Read more »

  https://www.kdnuggets.com/software/web-mining.html

• What is Data Mining?

  Gregory Piatetsky-Shapiro answers: Data Mining is the process of finding new and potentially useful knowledge from data. A simpler definition is: Data Mining is the Read more »

  https://www.kdnuggets.com/faq/what-is-data-mining.html

• Are there programming frameworks for web content mining?

  Bing Liu answers: Although many Web content mining problems have the same framework of extraction and integration, the current techniques for dealing with them are Read more »

  https://www.kdnuggets.com/faq/web-mining-frameworks.html

• Are there open-source implementations of stochastic gradient boosting algorithm

  described in Friedman, Jerome H. (1999a). Greedy Function Approximation: A Gradient Boosting Machine. Technical report, Dept. of Statistics, Stanford University. Friedman, Jerome H. (1999b). Stochastic Read more »

  https://www.kdnuggets.com/faq/stochastic-gradient-boosting.html

• What software is available for data mining?

  Gregory Piatetsky-Shapiro answers: There are many commercial and open-source packages (see KDnuggets: Software). Software suites are most popular. They generally offer many methods, including classification, Read more »

  https://www.kdnuggets.com/faq/software-for-data-mining.html

• What are some data mining case studies that use simple data mining algorithms?

  A. Bitukov answers: Xiaohua Hu wrote excellent case study. It was published in Journal of Applied Intelligence, A Data Mining Approach for Retailing Bank Customer Read more »

  https://www.kdnuggets.com/faq/simple-data-mining-case-study.html

• Predictive Analytics and Information Retrieval (IR) – how do they differ?

  Tilmann Bruckhaus answers: Information RetrievalPredictive AnalyticsGeneral PurposeMulti-database, open-ended researchPrediction, classification and scoringScope of ResultsWideNarrowType of ResultsEntire Documents from various sources, such as internal databases, document Read more »

  https://www.kdnuggets.com/faq/predictive-analytics-vs-information-retrieval.html

• How Are Precision and Recall Calculated?

  Tilmann Bruckhaus answers: Calculating precision and recall is actually quite easy. Imagine there are 100 positive cases among 10,000 cases. You want to predict which Read more »

  https://www.kdnuggets.com/faq/precision-recall.html

• What is PMML?

  Alex Guazzelli (VP, Analytics at Zementis), answers: PMML stands for "Predictive Model Markup Language". It is the de facto standard to represent predictive solutions. A Read more »

  https://www.kdnuggets.com/faq/pmml.html

• Job Titles in Data Mining

  J. Castelli asks, In building a Data Analysis Team, I am struggling to accurately title job positions. I have persons that will know how to Read more »

  https://www.kdnuggets.com/faq/job-titles-in-data-mining.html

• Is Data Mining a Science?

  Gregory Piatetsky-Shapiro answers: Data mining is not a theoretical science like physics, but more a combination of applied engineering and skill, somewhat like psychology. Data Read more »

  https://www.kdnuggets.com/faq/is-data-mining-a-science.html

• FAQ on Analytics, Data Mining, and Knowledge Discovery

  Data Mining is the process of finding new and potentially useful knowledge from data. The entire KDnuggets.com website is devoted to Data Mining and related Read more »

  https://www.kdnuggets.com/faq/index.html

• In-database Data Mining advantages/differences compared to compared to data mining done on a flat file extracted from the database/data warehouse?

  Gregory Piatetsky-Shapiro answers: Oracle, a vendor of in-database data mining, gives these advantages: eliminates data movement, speeds data mining, simplifies model deployment, and delivers security Read more »

  https://www.kdnuggets.com/faq/in-database-data-mining.html

• Golden Rules for Data Mining

  Gregory Piatetsky-Shapiro answers: Focus on what is actionable. Prepare and clean the data carefully. Verify data analysis steps. Use multiple data mining and machine learning Read more »

  https://www.kdnuggets.com/faq/golden-rules-data-mining.html

• Difference between Data Mining and Statistics

  Gregory Piatetsky-Shapiro: Statistics is at the core of data mining - helping to distinguish between random noise and significant findings, and providing a theory for Read more »

  https://www.kdnuggets.com/faq/difference-data-mining-statistics.html

• Where can I find good datasets for data mining?

  Gregory Piatetsky-Shapiro answers: There are many good datasets at UCI repository - see kdd.ics.uci.edu See also KDnuggets datasets page at www.kdnuggets.com/datasets and this discussion Free Read more »

  https://www.kdnuggets.com/faq/datasets-for-data-mining.html

• Are There Data Mining Tool Comparisons?

  Gregory Piatetsky-Shapiro answers: I maintain a comprehensive list of data mining tools / software at www.kdnuggets.com/software/. I have been running annual polls on Data Mining Read more »

  https://www.kdnuggets.com/faq/data-mining-tool-comparison.html

• What is the difference between classification and prediction?

  If one does a decision tree analysis, what is the result? A classification? A prediction? Gregory Piatetsky-Shapiro answers: The decision tree is a classification model, Read more »

  https://www.kdnuggets.com/faq/classification-vs-prediction.html

• What is a good description of C4.5 Decision tree algorithm?

  Gregory Piatetsky-Shapiro answers: The best description is in R. Quinlan book C4.5: programs for machine learning, ISBN:1-55860-238-0, Morgan Kaufmann, 1993. See also Ross Quinlan personal Read more »

  https://www.kdnuggets.com/faq/c45-algorithm.html

• Twitter sites and feeds
  on Analytics and Data Mining

  KDnuggets on Twitter, updates on data mining and analytics from Gregory Piatetsky-Shapiro, KDnuggets Editor Dean Abbott (@deanabb), Data Mining and Predictive Analytics Consultant, San Diego, Read more »

  https://www.kdnuggets.com/websites/twitter-analytics-data-mining.html

• Text Mining and Web Mining pages

  Seth Grimes Breakthrough Analysis column for Intelligent Enterprise, mainly on Text Analytics. Text Analytics News, News, analysis & Events for the Text Analytics Industry. Text Read more »

  https://www.kdnuggets.com/websites/text-mining.html

• Statistics Sites

  American Statistical Association, a scientific and educational society founded in 1839 to foster excellence in the use and application of statistics to the biological, physical, Read more »

  https://www.kdnuggets.com/websites/statistics.html

• Standards and Industry Associations for Data Mining, Analytics, and Knowledge Discovery

  ACM SIGMOD, ACM Special Interest Group on Management of Data -- database research, publications, meetings and more. ACM SIGKDD, the Knowledge Discovery and Data Mining Read more »

  https://www.kdnuggets.com/websites/standards.html

• Societies and Groups for Analytics, Data Mining, Data Science, and Knowledge Discovery

  SIGKDD, ACM Special Interest Group on Knowledge Discovery in Data and Data Mining is the leading professional society for Knowledge Discovery, Data Mining, and Data Read more »

  https://www.kdnuggets.com/websites/societies.html

• Social Networks for Data Mining, Analytics, Web Mining, and Text Mining

  Data Mining and Analytic Groups - Independent Analytic Bridge, created by Vincent Granville. Data Mining group, created by Omar Foudal. NYC Predictive Analytics Meetup, A Read more »

  https://www.kdnuggets.com/websites/social-networks.html

• Privacy Protection and Information Sites

  EPIC: Electronic Privacy Information Center, a public interest research center in Washington, D.C. FTC (Federal Trade Commission) privacy initiatives page Information and Privacy Commisioner/Ontario, CA Read more »

  https://www.kdnuggets.com/websites/privacy.html

• Non-English Web Sites for Data Mining, Analytics, and Web Mining

  Français (French) | Deutsch (German) | Italiano (Italian) | Nederlands (Dutch) | Português (Portuguese) | Español (Spanish) | Chinese | Japanese Français (French) Thierry Vallaud Read more »

  https://www.kdnuggets.com/websites/nonenglish.html

• Microarray Data Analysis sites

  CAMDA: Critical Assessment of Techniques for Microarray Data Analysis, includes data and papers from CAMDA conferences DNA Microarray Methodology, excellent flash animation explaining spotted microarrays Read more »

  https://www.kdnuggets.com/websites/microarray.html

• Useful links for AI, Analytics, Data Science, and Machine Learning

  AI, Analytics, Data Science, Machine Learning websites Blogs and News on data mining and analytics Podcasts on Analytics, Big Data, Data Mining, Data Science, Machine Read more »

  https://www.kdnuggets.com/websites/index.html

• Humor

  With such extensive experience in predictive analysis, You should have known we wouldn't hire you More Cartoons on data mining, big data, twitter, .... KDnuggets Read more »

  https://www.kdnuggets.com/websites/humor.html

• Financial Sites

  Data Mining in Finance book site, by Boris Kovalerchuk and Evgenii Vityaev. FinanCenter, provides over 100 financial calculators for home, auto, retirement, and IRA Google Read more »

  https://www.kdnuggets.com/websites/financial.html

• AI, Analytics, Data Science, and Machine Learning websites

  A B C D E F G H I J K L M N O P Q R S T U V W XYZ AAAI Read more »

  https://www.kdnuggets.com/websites/sites.html

• CRM (Customer Relationship Management) Websites

  CRM Today, provides daily news, events, directory, case studies, white papers and more for CRM, Knowledge Management and related fields. CRM Strategy Magazine, a rich, Read more »

  https://www.kdnuggets.com/websites/crm.html

• Cartoons

  With such extensive experience in predictive analysis, You should have known we wouldn't hire you KDnuggets Cartoons: The Funny Side Of Big Data Cloud Dating Read more »

  https://www.kdnuggets.com/websites/cartoons.html

• Business Analytics sites

  KDnuggets, the leading site for data mining and analytics news, software, jobs, education, and more. BusinessWeek Business Exchange, a community site where users can create Read more »

  https://www.kdnuggets.com/websites/business-analytics.html

• Blogs on AI, Analytics, Data Science, Machine Learning

  Here are some of the most interesting and regularly-updated blogs on Analytics, Big Data, Data Science, Data Mining, and Machine Learning, in alphabetical order. Blog Read more »

  https://www.kdnuggets.com/websites/blogs.html

• Bioinformatics Data Mining

  Alvis Brazma, (EBI Microarray Informatics Team Leader), links and tutorials on microarrays, MGED, biology, and functional genomics. Bio-computing.org, covers recent literature, tutorials, a bioinformatics lab Read more »

  https://www.kdnuggets.com/websites/bioinformatics.html

• Business Intelligence, Databases, Data Warehousing and OLAP

  ACM SIGMOD, ACM Special Interest Group on Management of Data, database resources, conferences, software, etc. B-EYE-Network serves the business intelligence and data warehousing community with Read more »

  https://www.kdnuggets.com/websites/bi-db-olap.html

• Artificial Intelligence and Intelligent Systems

  AAAI home page -- American Association for Artificial Intelligence. Meetings, publications, and other AI resources. ConceptExplore.com, a nexus for all things related to the formation Read more »

  https://www.kdnuggets.com/websites/ai.html

• Agents and Bots

  Agent Land provides intelligent bots for entertaining, browsing, searching, monitoring, shopping and purchasing. Botspot, resource for bots, intelligent agents and AI on the net BullsEye Read more »

  https://www.kdnuggets.com/websites/agents.html

• SVM (Support Vector Machines) Software for Classification

  commercial: KXEN, Components, based on Vapnik's work on SVM. Tiberius, data modelling and visualisation software, with SVM, neural networks, and other modelling methods (Windows). Treparel Read more »

  https://www.kdnuggets.com/software/classification-svm.html

• Bayesian and Causal Software

  Overview pages | commercial | free Kevin Murphy's Bayesian Network Software Packages page Google's list of Bayes net software. commercial: AgenaRisk, visual tool, combining Bayesian Read more »

  https://www.kdnuggets.com/software/bayesian.html

• Neural Network Software for Classification

  Neural Network Sites Neural Network FAQ list, includes free and commercial software, maintained by Warren Sarle of SAS. Portal for Forecasting with neural networks, including Read more »

  https://www.kdnuggets.com/software/classification-neural.html

• KDD Cup 2001

  A total of 136 groups (estimated 300-400 people) participated to produce a total of 200 submitted predictions over the 3 tasks: 114 for Thrombin, 41 Read more »

  https://www.kdnuggets.com/datasets/kdd-cup-2001k.html

• KDD Cup 2000

  The questions related to clickstream and purchase data from an e-tailer. Over 150 teams requested data, 30 teams submitted the answers. There were 5 questions. Read more »

  https://www.kdnuggets.com/datasets/kdd-cup-2000k.html

• KDD Cup

  KDD Cup 2009 KDD Cup 2009, sponsored by Orange, fast scoring on large database to predict customer behaviour. KDD Cup is the leading Data Mining Read more »

  https://www.kdnuggets.com/datasets/kddcup.html

• Data: APIs, Hubs, Marketplaces, and Platforms

  See also Government, Federal, State, City, Local and public data sites and portals Data APIs, Hubs, Marketplaces, Platforms, and Search Engines AggData, aggregate data in Read more »

  https://www.kdnuggets.com/datasets/api-hub-marketplace-platform.html

• Data: Government, State, City, Local and Public

  This is a directory of government, federal, state, city, local and other public datasets. See also Data APIs, Hubs, Marketplaces, Platforms, Portals, and Search Engines. Read more »

  https://www.kdnuggets.com/datasets/government-local-public.html

• Bioinformatics Companies

  A B C D E F G H IJ K L M N O P Q R S T U V W XYZ A2IDEA is Read more »

  https://www.kdnuggets.com/companies/bioinformatics.html

• KDnuggets™ News 13:n31, Dec 19

  Features (8) | Software (3) | Webcasts (2) | Courses, Events (1) | Meetings (1) | Jobs (8) | Academic (1) | Competitions (1) | Publications Read more »

  https://www.kdnuggets.com/2013/n31.html

• FICO Lessons in Developing, Applying Decision Modelling Methods

  Analytically sophisticated businesses combine predictive analytics and decision models with optimization to solve complex problems and achieve good results. Top FICO expert explains.

  https://www.kdnuggets.com/2013/12/fico-lessons-developing-applying-decision-modelling-methods.html

• Statistical Golden Rule

  Bruce Ratner examines how to combine skills acquired by experience (art) and a technique that reflects a precise application of fact or principle (science).

  https://www.kdnuggets.com/2013/12/statistical-golden-rule.html

• New Book: A Programmer Guide to Data Mining – Free Download

  New book "A Programmer Guide to Data Mining" - a guide to practical data mining, collective intelligence, and building recommendation systems by Ron Zacharski. Free download of all chapters.

  https://www.kdnuggets.com/2013/12/new-book-programmer-guide-to-data-mining.html

• Top KDnuggets Analytics, Big Data, Data Mining, Data Science Stories in 2013

  Salary of Analytics/Data Science professionals; Top Languages for analytics, data mining, data science; 7 Steps for Learning Data Mining and Data Science; Book: Twitter Data Analytics - free download

  https://www.kdnuggets.com/2013/12/top-news-2013.html

• Top 10 Big Ideas in Harvard Statistics 110 Class

  The Big Ideas in Statistics include: Conditioning (the soul of statistics), Random variables and random vectors, Stories, Symmetry, Linearity of expectation, LOTUS, Variance, covariance, and correlation.

  https://www.kdnuggets.com/2013/12/top-10-big-ideas-harvard-statistics-110-class.html

• Open Source Data Science Masters Curriculum

  A good collection of open source resources for Data Science Masters Curriculum, covering Math, Algorithms, Databases, Data Mining, Machine Learning, Natural Language Processing, Data Analysis and Visualization, and Python.

  https://www.kdnuggets.com/2013/12/open-source-data-science-masters-curriculum.html

• 3 Stages of Big Data

  The confusion around Big Data is partly the result of different aspects of Big Data which have very different meaning and produce very different results. We propose a 3 stage classification.

  https://www.kdnuggets.com/2013/12/3-stages-big-data.html

• Misic Data Mining and Discovery Solutions

  seevl.net, discover music you will love on Youtube.

  https://www.kdnuggets.com/solutions/music.html

• Microarray Data Analysis Solutions

  commercial | free or open source BioMine (Gene Network Sciences), DNA microarray analysis package, with flexible data import, normalization, several clustering algorithms, and more. GeneSight™ Read more »

  https://www.kdnuggets.com/solutions/microarray.html

• Marketing, Database Marketing, Direct Marketing, Web Marketing, Real-Time Marketing

  Actonvision.com offers Branding, Internet Marketing, eMarketing, Search Engine Optimization, Internet Advertising, more... AffiliateGurus, Affiliate marketing tips, secrets, and how to marketing videos to help you Read more »

  https://www.kdnuggets.com/solutions/marketing.html

• Knowledge Management

  Attensity's enterprise application software enables commercial and government organizations to transform unstructured text into valuable, actionable information. Autonomy Agentware Knowledge Server integrates disparate data sources Read more »

  https://www.kdnuggets.com/solutions/knowledge-management.html

• Personalization

  Applied Predictive Technologies (APT), Clicks-and-Mortar Personalization(TM); uses predictive algorithms to allow one-to-one communications with customers and optimization of retail networks. Cognitive Match uses the latest Read more »

  https://www.kdnuggets.com/solutions/personalization.html

• Health and Human Resources Solutions

  BBN Healthcare Analytics and Data Mining for identifying fraud and abuse, correlating genomic, clinical, demographic and other data, and other services. eQuest Advantage Network™, syncs Read more »

  https://www.kdnuggets.com/solutions/health-hr.html

• Privacy Solutions

  Anonymity 4 Proxy lets you surf the Internet in privacy by being giving you a proxy server that hides your true identity. (Shareware, Win95-98-NT) Anonymizer.com, Read more »

  https://www.kdnuggets.com/solutions/privacy.html

• Real-Time Decisioning Solutions

  Angoss KnowledgeSERVER® provides risk management organizations with the ability to deploy predictive models, scores and rules into their production environments. Island Data - Insight RT™, Read more »

  https://www.kdnuggets.com/solutions/realtime.html

• Healthcare Analytics Solutions

  Accretive Health, helps health-care organizations get proper payments using analytics. Chicago, IL, USA. Austin Provider Solution, healthcare and managed care business intelligence solutions, including DSS Read more »

  https://www.kdnuggets.com/solutions/healthcare-analytics.html

• Retail

  Datavantage, retail management software including loss prevention, customer relationship management, audit control, and sales productivity optimizer. JDA Advanced Optimization by Intellect(tm) Solutions, support demand planning, Read more »

  https://www.kdnuggets.com/solutions/retail.html

• Risk Analysis and Credit Scoring

  Algolytics, offers analytical solutions for financial institutions, including Credit Scoring, Fraud Detection, and Survival Time Analysis. ArrowModel, an integrated scoring environment, which combines powerful statistical Read more »

  https://www.kdnuggets.com/solutions/risk-analysis-credit-scoring.html

• Security and Intelligence Solutions

  DataWalk, a next-generation enterprise-class software platform to easily connect many large data sets for fast analysis using intuitive visualizations, histograms, link diagrams, maps, and timelines, Read more »

  https://www.kdnuggets.com/solutions/security-intelligence.html

• Fraud Detection Solutions

  AccessPay fraud detection software alerts businesses to fraudulent activity before payments are sent. Alaric Systems "Fractals" card fraud detection and prevention systems using proprietary inference Read more »

  https://www.kdnuggets.com/solutions/fraud-detection.html

• Email Analysis and Response Solutions

  A-Life Messenger, an intelligent, natural language based automated e-mail customer service and support bot. Affinium Campaign, tools to design and implement large-scale, personalized, multi-channel campaigns Read more »

  https://www.kdnuggets.com/solutions/email.html

• Sports and Entertainment Solutions

  Powerrank ranks teams and forecasts the outcome of future games based on academic research in statistical physics. Snoop Data Optimizer for Football and Basketball score Read more »

  https://www.kdnuggets.com/solutions/sports.html

• Education Solutions using Analytics and Data Mining

  Civitas Learning, a learning community bringing predictive analytics to higher education. Knewton, adaptive learning platformTM brings personalized learning to students worldwide. See also Educational Data Read more »

  https://www.kdnuggets.com/solutions/education.html

• eCommerce

  Broadvision One-To-One suite of applications supports Internet application solutions for one-to-one relationship management across the extended enterprise. CommerceTrends (TM), from WebTrends, browser-based, enterprise-scalable Web visitor Read more »

  https://www.kdnuggets.com/solutions/ecommerce.html

• Stock Analysis and Prediction Solutions

  Alyuda NeuroSignal XL, neural network Excel add-in for stock predictions and trading systems testing. BioComp Profit Neural Network, reports 150-200% returns trading the S&P500/E-Mini. DeepInsight, Read more »

  https://www.kdnuggets.com/solutions/stocks.html

• Survey Solutions

  Confirmit Online Survey Software, for customer, employee and market research surveys. Digital Opinion, helps clients to design and conduct a broad range of employee and Read more »

  https://www.kdnuggets.com/solutions/survey.html

• Telecommunications Solutions

  ABIBA Systems, Offers BI & Analytics solution for Telcos, including Cross-sell, Up-Sell, Response Models, Churn prediction, CLTV prediction, BI & Dashboard for Campaign Effectiveness, Prepaid, Read more »

  https://www.kdnuggets.com/solutions/telecom.html

• Travel Solutions Using Data Mining

  Carlson group, a global leader in corporate solutions and consumer services in the marketing, travel and hospitality industries. Cendant, one of the foremost providers of Read more »

  https://www.kdnuggets.com/solutions/travel.html

• CRM (Customer Relationship Management)

  A B C D E F G H I J K L M N O PQ R S T U V W XYZ 11Ants Customer Read more »

  https://www.kdnuggets.com/solutions/crm.html

• Twitter Analytics Sites and Solutions

  #hashtags, provides real-time analytics and visualization on Twitter hashtags. Backtweets, search links on Twitter. ReTweetability Index measures and ranks Twitter users based on the infectious Read more »

  https://www.kdnuggets.com/solutions/twitter-analytics.html

• Web Advertising Solutions

  24x7 Media, provides Internet advertising and online direct marketing solutions for advertisers and Web publishers. AdRelevance, a Media Metrix company, tracks and analyzes ads on Read more »

  https://www.kdnuggets.com/solutions/web-ads.html

• Web Mining, Web Analytics Solutions

  A B C D E F G H I J K L M N O PQ R S T U V W XYZ Autonomy Agentware Read more »

  https://www.kdnuggets.com/solutions/web-mining.html