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data science

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ds.md

Exploratory Data Analysis

100+ Free Data Science Books

Data Science iPython notebooks

7 tools in every data scientist’s toolbox

Very good tutorials

The Foundations of Data Science

Statistical NLP

Central Limit Theorem

Explain the Central Limit Theorem Like I’m Five

Maths for Data Science

NLP

NLP in Python and ElasticSearch

Mining and Searching Text with Graph Databases

Projects

My own script to id outliers

Understanding hypothesis testing

There's only one test
Intro stats course

Algorithms

Graph Traversal Algorithms

Interactive KNN

Gradient Boosting

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