Think of the difference between supervised and unsupervised as having supervising entity letting you know if...
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Think of the difference between supervised and unsupervised as having supervising entity letting you know if you are making the right decisions, or not in the case of supervised. The opposite would be true of unsupervised learning. Supervised learning may benefit from label classifications of data such as flowers (roses, tulips, carnations, and so on), whereas unsupervised learning may not have a classification to benefit from as the answer to the question may be the aim. Using the provided data set that represents the Titanic disaster, create both an unsupervised clustering algorithm to describe the data and a simple supervised classification prediction to determine who might survive. Implement your algorithms in Python. Submit 2 Python files with roughly 50-80 lines of code each • Code must be well-commented and in your own words. Explain your decisions and what the code is doing. Code should adhere to best practice code standards. Think of the difference between supervised and unsupervised as having supervising entity letting you know if you are making the right decisions, or not in the case of supervised. The opposite would be true of unsupervised learning. Supervised learning may benefit from label classifications of data such as flowers (roses, tulips, carnations, and so on), whereas unsupervised learning may not have a classification to benefit from as the answer to the question may be the aim. Using the provided data set that represents the Titanic disaster, create both an unsupervised clustering algorithm to describe the data and a simple supervised classification prediction to determine who might survive. Implement your algorithms in Python. Submit 2 Python files with roughly 50-80 lines of code each • Code must be well-commented and in your own words. Explain your decisions and what the code is doing. Code should adhere to best practice code standards.
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Solution Here are the two Python files for the unsupervised clustering algorithm and the supervised classification prediction Unsupervised clustering ... View the full answer
Related Book For
Modern Systems Analysis And Design
ISBN: 9780134204925
8th Edition
Authors: Joseph Valacich, Joey George
Posted Date:
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