As I started to learn about Data Science and the seemingly endless sea of algorithms… I felt a need to try to organize my intake of all this knowledge or I would be overwhelmed. Building on a number of resources I created this shared spreadsheet that maps the business problem and the method/technique/algorithm to use.
Blog Post about what this Framework is and how to use it:
Methodology Framework: Data Science Method Framework - Google Tabellen
Please help update and improve it. One of the first things it needs are a list of KNIME Node for each Method and more helpful text about the methods and notes about them. Hope this is helpful to you and you are able to add to it to help others on this journey.