There is a great list of readings at American Association for Artificial Intelligence’s site: aaai.org. Here we highlight this list of 15 that they provided, anyone interested in Machine Learning should be very familiar with.
What is Data Analysis?
Whether you are looking to pick the best stock winner for this year or trying to find why the company is losing money faster than they expected, Data Analysis is the way to uncover these hidden secrets. Data Analysis is all about defining a problem and then working to solve it [...]
What is Data Reduction?
Data Reduction are the techniques used to transform massive datasets into a more suitable, or smaller, form for data analysis, while preserving the intrinsic characteristics of the data and minimizing the loss of accuracy. Data reduction is used for scientific computation, statistical analysis, control of
In Information Systems design and theory, as instantiated at the Enterprise Level, Single Source Of Truth (SSOT) refers to the practice of structuring information models and associated schemata, such that every data element is stored exactly once (e.g. in no more than a single row of a single table).
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