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Foster Provost,Tom Fawcett

Data Science for Business

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This broad, deep, but not-too-technical guide introduces you to the fundamental principles of data science and walks you through the “data-analytic thinking” necessary for extracting useful knowledge and business value from the data you collect. By learning data science principles, you will understand the many data-mining techniques in use today. More importantly, these principles underpin the processes and strategies necessary to solve business problems through data mining techniques.
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  • b7252935387har citeretfor 4 år siden
    Deduction starts with general rules and specific facts, and creates other specific facts from them.
  • b7252935387har citeretfor 4 år siden
    In common usage, prediction means to forecast a future event. In data science, prediction more generally means to estimate an unknown value.
  • b7252935387har citeretfor 4 år siden
    Database queries are appropriate when an analyst already has an idea of what might be an interesting subpopulation of the data, and wants to investigate this population or confirm a hypothesis about it.

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