Bayesian Analysis with Python: Unleash the power and flexibility of the Bayesian framework free ebook download.

Home : Book details

Bayesian Analysis with Python: Unleash the power and flexibility of the Bayesian framework free ebook download

Category:
Mathematics

Views: 87
Likes: 1

Catalogue

Author(s):	Osvaldo Martin

Date:	2016	Format:	AZW3/EPUB/PDF	Language:	English	ISBN/ASIN:	1785883801
Pages:	282	OCR:		Quality:		ISBN13:
Uploader:	eternal	Upload Date:	10/12/2024 2:25:47 PM

To download click on link in the Links Table below

Description: Click to see full description

1785883801 AZW3/EPUB/PDF
Key Features
Simplify the Bayes process for solving complex statistical problems using Python 
Tutorial guide that will take the you through the journey of Bayesian analysis with the help of sample problems and practice exercises 
Learn how and when to use Bayesian analysis in your applications with this guide.

Book Description
The purpose of this book is to teach the main concepts of Bayesian data analysis. We will learn how to effectively use PyMC3, a Python library for probabilistic programming, to perform Bayesian parameter estimation, to check models and validate them. This book begins presenting the key concepts of the Bayesian framework and the main advantages of this approach from a practical point of view. Moving on, we will explore the power and flexibility of generalized linear models and how to adapt them to a wide array of problems, including regression and classification. We will also look into mixture models and clustering data, and we will finish with advanced topics like non-parametrics models and Gaussian processes. With the help of Python and PyMC3 you will learn to implement, check and expand Bayesian models to solve data analysis problems.

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3273521	Book	https://nitroflare.com/view/BD31FDBC4105...		23.00	eternal

Tags: Analysis Bayesian Bayesian flexibility framework power Python Unleash

Title	Link	Password	Size	Reason

Those who downloaded this book also downloaded the following books:
Comments

New comment: