The elements of big data analytics has roots in statistics, knowledge management, and computer science. Many of the data mining terms below appear in these disciplines but may have different connotation or specialized meaning when applied to our problems. The problems of massive parallel processing and the specialized algorithms employed to perform analysis in a… Continue reading Short dictionary of machine learning
Category: Resources
An agglomeration of datasources, resources, books, links, videos, tutorials, and introductory information for data mining across all domains–machine learning, natural language, semantic analysis, artificial intelligence, image processing, sound processing, video analysis, and others.
Free machine learning datasets
Below are many downloadable free machine learning datasets. They cover click data, air traffic control data, surveys, temporal datasets of various types, crime data, employee pay data, map data, law data, and many other types. I am a huge fan of SSPS, scikit-learn, opennlp, and other mainstream libraries but for quick analysis and visualization don’t… Continue reading Free machine learning datasets
Approachable Data Mining Tutorials for the Non Data Miner
A list of several sources to learn data science in a hands-on format https://www.coursera.org/course/ml – The most approachable machine learning course available. And it’s free. https://www.kaggle.com/wiki/Tutorials – Provides data sources, forums, scenarios, and real-world competitions to teach data mining http://deeplearning.net/tutorial/ – Tutorial on Deep Learning – introduction to machine learning image analysis algorithms http://tryr.codeschool.com/ – Interactive introduction to… Continue reading Approachable Data Mining Tutorials for the Non Data Miner