Benjamin Harvey

Resources

Books

The Data Science Handbook

    Field Cady. The Data Science Handbook. Wiley, 2017.  Available for free as a PDF download
    [here: download link](https://github.com/bsharvey/bsharvey.github.io/blob/master/assets/books/The%20Data%20Science%20Handbook.pdf)

Big Data Fundamentals

    Erl, Thomas, Wajid Khattak, and Paul Buhler. Big data fundamentals: concepts, drivers & techniques. Prentice Hall Press, 2016.  Available for free as a PDF download at 
    [here: download link](https://github.com/bsharvey/bsharvey.github.io/blob/master/assets/books/bigdatafundamentals-thomaserl-book.pdf)

Doing data science

Schutt, Rachel, and Cathy O'Neil. Doing data science: Straight talk from the frontline. " O'Reilly Media, Inc.", 2013.
Available for free as a PDF download at 
    [here: download link](https://github.com/bsharvey/bsharvey.github.io/blob/master/assets/books/Doing%20Data%20Science.pdf)

Machine learning for hackers

Conway, Drew, and John White. Machine learning for hackers. " O'Reilly Media, Inc.", 2012.
Available for free as a PDF download at 
    [here: download link](https://github.com/bsharvey/bsharvey.github.io/blob/master/assets/books/machine_learning_for_hackers.pdf)

Python for data analysis

McKinney, Wes. Python for data analysis: Data wrangling with Pandas, NumPy, and IPython. " O'Reilly Media, Inc.", 2012.
Available for free as a PDF download at 
    [here: download link](https://github.com/bsharvey/bsharvey.github.io/blob/master/assets/books/Python4DataAnalysis.pdf)

Data Science for Business

Provost, Foster, and Tom Fawcett. Data Science for Business: What you need to know about data mining and data-analytic thinking. " O'Reilly Media, Inc.", 2013.
Available for free as a PDF download at 
    [here: download link](https://github.com/bsharvey/bsharvey.github.io/blob/master/assets/books/data-science-for-business.pdf)

Introduction to data science

Stanton, Jeffrey M. "Introduction to data science." (2013).
Available for free as a PDF download at 
    [here: download link](https://github.com/bsharvey/bsharvey.github.io/blob/master/assets/books/DataScienceBook1_1.pdf)

Data

data.gov.in

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data.gov.in data example data repository

World Band

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World Bank data example data repository

Reserve Bank India

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data example data repository

Five Thirty Eight Datasets

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data example data repository

AWS dataset

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data example data repository

Google datasets

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data example data repository

Youtube labeled Video datasets

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data example data repository

UCI Machine Learning Repisitory

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data example data repository

Kaggle

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data example data repository

Analytics Vidhya

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data example data repository

Qandl

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data example data repository

Past KDD Cups

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data example data repository

Driven Data

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data example data repository

Tutorials

Miscelaneous