If you know how to program, you have the skills to turn data into knowledge using the tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.
You'll work with a case study throughout the book to help you learn the entire data analysis process?from collecting data and generating statistics to identifying patterns and testing hypotheses. Along the way, you'll become familiar with distributions, the rules of probability, visualization, and many other tools and concepts.
|HTML and PDF (140 pages, 1.4 MB)
|File type :
|CC BY-NC 4.0
|Allen B. Downey
Download PDF tutorial about ARC4 stream cipher algorithm, and how to use it in a very simple application on the nRF24L01...GNU SED
Download free course GNU SED, pdf file on 100 pages by Sundeep Agarwal....3D Printing with Biomaterials
Download free course 3D Printing with Biomaterials, pdf file on 86 pages by IOS Press....Bing Maps V8 Succinctly
Download free course Bing Maps V8 Succinctly, pdf file on 106 pages by by James McCaffrey....LaTeX in 24 Hours
This book presents direct and concise explanations and examples to many LaTeX syntax and s..., download free LaTeX tutorial in PDF (309 pages) created by Dilip Datta ....Developing Backbone.js Applications
Download free course Developing Backbone.js Applications, pdf file on 346 pages by Addy Osmani....Project Management Skills for All Careers
This textbook provides students with project management skills they can apply in any chosen profession. It offers practical, real-world insights for effective project management and guides you through the essentials of the people and project management. ...Foundations of Software Science and Computation Structures
Download free course Foundations of Software Science and Computation Structures, pdf file on 586 pages by Christel Baier, Ugo Dal Lago....Elixir Succinctly
Download free course Elixir Succinctly, pdf file on 84 pages by Emanuele DelBono....Ionic 4 Succinctly
Ionic 4 takes the original Ionic toolkit from a mobile-centric framework based on Angular ..., download free Ionic 4 tutorial in PDF (101 pages) created by Ed Freitas ....