Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to
Can established humanities methods coexist with computational thinking? It is one of the major questions in humanities research today, as scholars increasingly adopt sophisticated data science for the
Can established humanities methods coexist with computational thinking? It is one of the major questions in humanities research today, as scholars increasingly adopt sophisticated data science for the
This book is about constructing models from experimental data. It covers a range of topics, from statistical data prediction to Kalman filtering, from black-box model identification to parameter estim
Large-scale data analytics using machine learning (ML) underpins many modern data-driven applications. ML systems provide means of specifying and executing these ML workloads in an efficient and scala
Big Data: A Tutorial-Based Approach explores the tools and techniques used to bring about the marriage of structured and unstructured data. It focuses on Hadoop Distributed Storage and MapReduce Proce
Gain the techniques and tools that enable a smooth and efficient software development process in this quick and practical guide on Python continuous integration (CI) and continuous delivery (CD). Base
Firms are collecting and analyzing customer data at an ever increasing rate in response to evidence that data analytics (precision targeting, improved selling) generates a positive return. Yet e
An eye-opening handbook from a leading Ayurvedic physician that blends cutting-edge science on "clock genes" with ancient eastern wisdom to help us understand how to harness the power of chronobi
This book looks at various application and data demand drivers, along with data infrastructure options from legacy on premise, public cloud, hybrid, software-defined data center (SDDC), software data
Haunted Data explores the contemporary concepts that are at work in our complex relationships with data. And shows how our engagement with data – big or small – is never as simplistic or straightforwa
Human resources is rapidly evolving into a data-rich field but with big data comes big decisions. The best companies understand how to use data to make strategic workforce decisions and gain significa
Human resources is rapidly evolving into a data-rich field but with big data comes big decisions. The best companies understand how to use data to make strategic workforce decisions and gain significa
While traditional databases excel at complex queries over historical data, they are inherently pull-based and therefore ill-equipped to push new information to clients. Systems for data stream managem
The complete oral history of Monty Python – one of comedy's most legendary and influential troupes – publishing to coincide with the 50th anniversary of their BBC debut.With a foreword by John Oliver
With a Foreword by John Oliver, host of Last Week TonightIn celebration of the 50th anniversary of its BBC debut, a revised and updated edition of the complete oral history of Monty Python—an in
What is data governance? And what are the principles and techniques you can leverage as a business or IT professional to make data governance successful within your organization?Data Governance will a
DescriptionA clear and student-friendly introduction to the fundamentals of PythonIn Starting Out with Python®, 4th Edition, Tony Gaddis’ accessible coverage introduces students to the basics of progr
In Coding with Python, you can talk with turtles, travel to South America, draw a flower, and create a caterpillar without paper, pencils, or paint.Easy-to-follow, step-by-step instructions will guide
