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Get this free eBook - Learning Predictive Analytics with Python (available only today  15-Nov-2017) and gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public data-sets with Python.



What You Will Learn:

• Understand the statistical and mathematical concepts behind Predictive Analytics algorithms and implement Predictive Analytics algorithms using Python libraries.
  
• Analyze the result parameters arising from the implementation of Predictive Analytics algorithms.
  
• Write Python modules/functions from scratch to execute segments or the whole of these algorithms.
  
• Recognize and mitigate various contingencies and issues related to the implementation of Predictive Analytics algorithms.
  
• Get to know various methods of importing, cleaning, sub-setting, merging, joining, concatenating, exploring, grouping, and plotting data with pandas and numpy.
  
• Create dummy datasets and simple mathematical simulations using the Python numpy and pandas libraries.
  
• Understand the best practices while handling datasets in Python and creating predictive models out of them.