Probability for Machine Learning Discover How To Harness Uncertainty With Python 1st edition by Jason Brownlee

Probability for Machine Learning – Discover How To Harness Uncertainty With Python 1st edition by Jason Brownlee  – Ebook PDF Instant Download/Delivery

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Author:  Jason Brownlee 

Probability is the bedrock of machine learning. You cannot develop a deep understanding and application of machine learning without it. Cut through the equations, Greek letters, and confusion, and discover the topics in probability that you need to know.

Using clear explanations, standard Python libraries, and step-by-step tutorial lessons, you will discover the importance of probability to machine learning, Bayesian probability, entropy, density estimation, maximum likelihood, and much more.

 

Probability for Machine Learning – Discover How To Harness Uncertainty With Python 1st Table of contents:

III Foundations

IV Distributions

V Maximum Likelihood

VI Bayesian Probability

VII Information Theory

VIII Classification

IX Appendix

X Conclusions

 

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Tags: Probability, Machine Learning, Discover, Harness Uncertainty, Python, Jason Brownlee