Think Bayes: Bayesian Statistics in Python
If you know how to program with Python and also know a little about probability, you're ready to tackle Bayesian statistics. With this book, you'll learn how to solve statistical problems with Python code instead of mathematical notation, and use discrete probability distributions instead of continuous mathematics. Once you get the math out of the way, the Bayesian fundamentals will become clearer, and you'll begin to apply these techniques to real-world problems.
Bayesian statistical methods are becoming more common and more important, but not many resources are available to help beginners. Based on undergraduate classes taught by author Allen Downey, this book's computational approach helps you get a solid start.
| Pages : | 210 pages |
| Size : | HTML and PDF (213 pages, 2.3 MB) |
| File type : | |
| Downloads: | 22 |
| Created: | 2020-08-30 |
| License: | CC BY-NC 4.0 |
| Author(s): | Allen B. Downey |
Warning: Trying to access array offset on false in /home/tutovnfz/public_html/article.php on line 233
Others Statistics Tutorials
Lies, Damned Lies, or Statistics: How to Tell the Truth with Statistics
OpenIntro Statistics, 4th Edition
Think Stats, 2nd Edition: Exploratory Data Analysis in Python
Others related eBooks about Think Bayes: Bayesian Statistics in Python
Digital Video Concepts, Methods, and MetricsDownload free course Digital Video Concepts, Methods, and Metrics, pdf file on 359 pages by Shahriar Akramullah....
CyberParks – The Interface Between People, Places and TechnologyDownload free course CyberParks – The Interface Between People, Places and Technology, pdf file on 331 pages by Carlos Smaniotto Costa, Ina Šuklje Erjavec, Therese Kenna, Michiel de Lange, Konstantinos Ioannidis, Gabriela Maksymiuk, Martijn de Waal....
Building the Infrastructure for Cloud SecurityFor cloud users and providers alike, security is an everyday concern, yet there are very f..., download free Cloud Security tutorial in PDF (244 pages) created by Raghuram Yeluri ....
Policy-Oriented Technology Assessment Across Europe: Expanding CapacitiesDownload free course Policy-Oriented Technology Assessment Across Europe: Expanding Capacities, pdf file on 188 pages by Lars Klüver, Rasmus Øjvind Nielsen, Marie Louise Jørgensen....
Building Cloud Apps with Microsoft AzureDownload free course Building Cloud Apps with Microsoft Azure, pdf file on 201 pages by by Scott Guthrie, Mark Simms, Tom Dykstra, Rick Anderson, Mike Wasson....
Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference Using Python and PyMCMaster Bayesian Inference through Practical Examples and Computation - Without Advanced Mathematical Analysis....
Structure and Interpretation of Computer Programs, 2nd EditionUsing Scheme, a dialect of the Lisp programming language, the book explains core computer science concepts....
Power Programming with MathematicaMathematica is a feature-rich, high-level programming language which has historically been used by engineers. This book unpacks Mathematica for programmers, building insights into programming style via real world syntax, real world examples, and extensive parallels to other languages....
Machine Learning for Cyber Physical SystemsThis Open Access proceedings presents new approaches to Machine Learning for Cyber Physical Systems, experiences and visions. It contains some selected papers from the international Conference ML4CPS – Machine Learning for Cyber Physical Systems, which was held in Karlsruhe, October 23-24, 2018. ...
Tutorial Photoshop for photographer in PDFLearn how you can retouch photographic images as a professionals correct problems in color quality. Free PDF Tutorial to download about Photoshop for photographie....