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This bootcamp will provide hands-on experience completing the end-to-end data science process. Students will learn to collect, explore, and clean data in a variety of formats. After cleaning and preparing data, machine learning algorithms will be applied to build a predictive model. This bootcamp is for analysts, product managers, mathematicians, business managers, or anyone else that wants to learn how to automate analysis and build predictive models in Python.
This is a very practical and hands-on workshop that has lots of class exercises. You'll build your own library of Python scripts that can be reused after your done with the bootcamp. Students will have the skills to automate data collection/cleaning processes and implement machine learning algorithms.
Students should have completed the Introduction to Python Bootcamp or have equivalent skills, which include the following:
You must bring a laptop with a text editor. Students should install Anaconda, which is a free package that includes python and a number of tools that will be used in class (http://continuum.io/downloads).
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