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Bibliography: Data Science


Géron, A. (2019), Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow (2nd ed.), Sebastopol, CA: O'Reilly Media, Inc.

Goodfellow, I., Bengio, Y., and Courville, A. (2016), Deep Learning, Cambridge, MA: MIT Press.

​Hastie, T., and Tibshirani, R., and Friedman, J. (2009), The Elements of Statistical Learning, (2nd ed.), New York, NY: Springer Science+Business Media, LLC.

James, G., Witten, D., Hastie, T., and Tibshirani, R. (2021), An Introduction to Statistical Learning, (2nd ed.), New York, NY: Springer Science+Business Media, LLC.

Kuhn, M., and Johnson, K. (2013), Applied Predictive Modeling, New York, NY: Springer Science+Business Media, LLC.

Provost, F., and Fawcett, T. (2013), Data Science for Business, Sebastopol, CA: O'Reilly Media, Inc.

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  • Home
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      • Finished
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      • Logistic Regression
      • MS in Statistics
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  • Math Tutor
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    • Make Payment >
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