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Python Data Science Handbook
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For many researchers, Python is a first-class tool mainly because of its libraries for storing,...
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Pattern Recognition and Machine Learning
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This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book...
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The Signal and the Noise
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Nate Silver built an innovative system for predicting baseball performance, predicted the 2008...
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Data Science from Scratch
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Data science libraries, frameworks, modules, and toolkits are great for doing data science, but...
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Make Your Own Neural Network
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A step-by-step gentle journey through the mathematics of neural networks, and making your own using...
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Storytelling with Data
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Storytelling with Data teaches you the fundamentals of data visualization and how to communicate...
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Artificial Intelligence: A Modern Approach
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Artificial Intelligence: A Modern Approach (AIMA) is a university textbook on artificial...
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An Introduction to Statistical Learning
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An Introduction to Statistical Learning provides an accessible overview of the field of statistical...
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