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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.ResourceUnderstanding ‘Theory of Change’ in international development: a review of existing knowledge
This paper from the Asia Foundation and The Justice and Security Research ProgrammeResourceThe 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.ResourceUNDP 2021/2022 Human Development Report. Uncertain times, unsettled lives: Shaping our future in a transforming world
This report comprehensively considers human development at a time of a new ‘uncertainty complex’ created by layers of uncertainties interacting.ResourceL’évaluation en contexte de développement
Ce manuel est destiné aux personnes souhaitant s’initier à l’évaluation de programmes, en particulier en contexte de développement et de coopération internationale. À cet égard, tout en déroulant le fil d’une démarche évaluative classique, il présente…ResourceFive Whys
The Five Whys is an easy question asking option that examines the cause-and-effect relationships that underly problems.MethodData 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