Computational and Inferential Thinking: The Foundations of Data Science

Data Science is about drawing useful conclusions from large and diverse data sets through exploration, prediction, and inference. Our primary tools for exploration are visualizations and descriptive statistics, for prediction are machine learning and optimization, and for inference are statistical tests and models.

Step by step, you'll learn how to leverage algorithmic thinking and the power of code, gain intuition about the power and limitations of current machine learning methods, and effectively apply them to real business problems.

Pages : /Paperback N/A
Size : HTML and PDF (646 pages)
File type : pdf
Downloads: 53
Created: 2020-08-28
License: CC BY-NC-ND 4.0
Author(s): Ani Adhikari, John DeNero
Computational and Inferential Thinking: The Foundations of Data Science

Others Computational-Thinking Tutorials

Others related eBooks about Computational and Inferential Thinking: The Foundations of Data Science

Blockchain and Crypt Currency

Download free course Blockchain and Crypt Currency, pdf file on 150 pages by by Makoto Yano, Chris Dai, Kenichi Masuda, Yoshio Kishimoto....

Dart in Action

This book introduces Google's Dart language and provides techniques and examples showing how to use it as a viable replacement for Java and JavaScript in browser-based desktop and mobile applications. ...

CyberParks – The Interface Between People, Places and Technology

Download 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....

Natural Computing and Beyond

Download free course Natural Computing and Beyond, pdf file on 163 pages by Yasuhiro Suzuki, Toshiyuki Nakagaki....

New Applications of Artificial Intelligence

This book has a complete set of applications of artificial neural networks that allow the reader to gain experience about the new systems for implementing and developing artificial intelligence (AI) methods, which can run in several digital systems. On the other hand, the book shows the newest alg...

Case Studies in Infrastructure Change Management

Download free course Case Studies in Infrastructure Change Management, pdf file on 40 pages by by Wendy Look, Mark Dallman....

Gradle Succinctly

Download free course Gradle Succinctly, pdf file on 111 pages by José Roberto Olivas Mendoza....

Compiler Design: Theory, Tools, and Examples

...

A Rust Sampler

Download free course A Rust Sampler, pdf file on 27 pages by by Carol Nichols, Jake Goulding....

Learning Docker

Docker is a next-generation platform for simplifying application containerization life-cyc..., download free Learning Docker tutorial in PDF (240 pages) created by Pethuru Raj ....