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Learn Data Science

Created/Published/Taught by:
Nitin Borwankar

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Nitin Borwankar

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Learn Data Science is “a collection of Data Science Learning materials in the form of iPython Notebooks” and the “associated data sets.” The following topics are covered, with at least three notebooks including an Overview – an exposition of the technique for the math-wary”, Data Exploration – “the nuts and bolts of real world data wrangling”, and Analysis – “using the technique to get results”. Topics:

  • Linear Regression
  • Logistic Regression
  • Random Forests
  • K-Means Clustering

Recommended Prerequisites: Using the iPython notebooks requires a distributor, either EPD Free Enthought Python Distribution or Anaconda Python.

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