Mathematics And Statistics (R0) - Python For Probability, Statistics, And Machine Learning

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★ 4.9

63,99

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Prijsalert

★ 4.9

63,99

Beste prijs van bol.com

Prijsalert

★ 4.9

63,99

Beste prijs van bol.com

bol.com

63,99

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E-book Paperback Hardcover

edition

1st ed. 2016 2

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De laagste prijs voor een nieuwe Mathematics And Statistics (R0) - Python For Probability, Statistics, And Machine Learning is 63,99. Dit is momenteel de goedkoopste aanbieding uit 1 winkels.

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Using a novel integration of mathematics and Python codes, this book illustrates the fundamental concepts that link probability, statistics, and machine learning, so that the reader can not only employ statistical and machine learning models using modern Python modules, but also understand their relative strengths and weaknesses. To clearly connect theoretical concepts to practical implementations, the author provides many worked-out examples along with "Programming Tips" that encourage the reader to write quality Python code. The entire text, including all the figures and numerical results, is reproducible using the Python codes provided, thus enabling readers to follow along by experimenting with the same code on their own computers. Modern Python modules like Pandas, Sympy, Scikit-learn, Statsmodels, Scipy, Xarray, Tensorflow, and Keras are used to implement and visualize important machine learning concepts like the bias/variance trade-off, cross-validation, interpretability, and regularization. Many abstract mathematical ideas, such as modes of convergence in probability, are explained and illustrated with concrete numerical examples. This book is suitable for anyone with undergraduate-level experience with probability, statistics, or machine learning and with rudimentary knowledge of Python programming.

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