- Data Science Basics: What Types of Patterns Can Be Mined From Data? - Dec 14, 2016.
Why do we mine data? This post is an overview of the types of patterns that can be gleaned from data mining, and some real world examples of said patterns.
Beginners, Classification, Data Science, Frequent Pattern Mining, Outliers, Regression
- Frequent Pattern Mining and the Apriori Algorithm: A Concise Technical Overview - Oct 27, 2016.
This post provides a technical overview of frequent pattern mining algorithms (also known by a variety of other names), along with its most famous implementation, the Apriori algorithm.
Algorithms, Apriori, Association Rules, Frequent Pattern Mining
- Patterns for Streaming Realtime Analytics - Aug 5, 2015.
Design patterns are well-known for solving the recurrent problems in software engineering, on similar lines we can have Streaming Realtime Analytics patterns and avoid reinventing the wheel. Here, you can see the major patterns we found out for it.
Frequent Pattern Mining, Realtime Analytics, Streaming Analytics
- Top KDnuggets tweets, Sep 24-25: Statistical & Machine learning with R, great 15 hour online course - Sep 26, 2014.
Watch: Statistical and Machine learning with R, 15 hour online course; 50 Data Science and Statistics Blogs worth reading; Microsoft: Data Scientist; Book: Frequent Pattern Mining.
Blogs, Frequent Pattern Mining, Machine Learning, Microsoft, R, Statistical Learning
- Book: Frequent Pattern Mining - Sep 25, 2014.
Frequent pattern mining is one of the distinguished problems in data mining. Learn about methods, domains, and applications of frequent pattern mining in this comprehensive survey of the field.
Charu Aggarwal, Frequent Pattern Mining, Jiawei Han
