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lol-null's Projects

aws_scripts

Repository of useful scripts and instructions for using AWS

building-spark-applications-live-lessons

Supporting content (slides and exercises) for the Addison-Wesley (Pearson) video series covering best practices for developing scalable Spark applications for predictive analytics in the context of a data scientist's standard workflow.

data-science-primer

A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/

data-scientists-guide-apache-spark

Best practices of using Spark for practicing data scientists in the context of a data scientist’s standard workflow.

mastering-natural-language-processing-with-python

Mastering Natural Language Processing with Python

pipelines_and_featureunions

An in depth tutorial on sklearn's Pipeline and FeatureUnion classes.

probabilistic-programming-intro

Introduction to probabilistic programming using PyMC3

sql-tutorial

A Gentle Introduction to SQL Using SQLite

statlearning-notebooks

Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).

stats-shortcourse

The statistics short course is both a resource and survey of the areas of probability and statistics that are foundational for the data science immersive at Galvanize.

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