Books
Travis Goleman

Data Science for Business

  • Menna Abu Zahrahas quoted3 years ago
    Supervised learners can further help predict numeric values such as laboratory values, income, and test scores. T
  • Menna Abu Zahrahas quoted3 years ago
    but the target values deliver a supervisory role that guides the learner in whatever they need to learn.
  • Menna Abu Zahrahas quoted3 years ago
    The learning algorithm will try to identify and model the association between the target feature and other features. Predictive models don’t require one to forecast future events.
  • Menna Abu Zahrahas quoted3 years ago
    A predictive model is the best to use if you have tasks that alter the prediction of one value by applying another value in the data set.
  • Menna Abu Zahrahas quoted3 years ago
    Which type a Data Scientist should select depends on the task at hand and what he or she needs to achieve.
  • Menna Abu Zahrahas quoted3 years ago
    In brief, supervised learners create a predictive model while unsupervised learners build a descriptive model.
  • Menna Abu Zahrahas quoted3 years ago
    Machine Learning Algorithms
  • Menna Abu Zahrahas quoted3 years ago
    is vital to pay attention to what these features represent because both the number and type of features in the data set
  • Menna Abu Zahrahas quoted3 years ago
    If the following categories have a specific order, then the feature is referred to as ordinal.
  • Menna Abu Zahrahas quoted3 years ago
    represented by a set of classifiers, the feature is referred to as nominal or categorical.
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