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Filter search results9 free books for learning data mining & data analysis
This list compiled by Alex Ivanovs brings together a range of books aimed at both beginners and those who are looking to fill in gaps in their knowledge.ResourceFishbone diagram (cause and effect diagram)
This short guide describes the process of using a fishbone diagram to help uncover and visualise stakeholder perceptions of the root causes of a problem. It is often used in conjunction with the 'Five Whys' technique.ResourceThe Five Whys Technique
This paper from the Asian Development Bank (ADB) outlines the process of using the Five Whys technique as an effective approach to problem solving.ResourceWeek 29: Evaluation design and unintended consequences or, from firefighting to systematic action
This week’s blog is from Jonny Morell, editor of Evaluation and Program Planning and author ofBlogFive Whys
The Five Whys is an easy question asking option that examines the cause-and-effect relationships that underly problems.MethodNegative programme theory
Most programme theories, logic models and theories of change show how an intervention is expected to contribute to positive impacts; Negative programme theory, a technique developed by Carol Weiss, shows how it might produce negative impactMethodData mining
Data mining is the systematic process of discovering patterns in data sets through the use of computer algorithms.MethodAn introduction to data mining
This webpage, produced by Kurt Thearling, provides an extensive overview of data mining and its applications. The page includes specific examples and links to a tutorial and research papers on data mining.Resource