Diy Data Science
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Data Science For Public Policy
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Author : Jeffrey C. Chen
language : en
Publisher: Springer Nature
Release Date : 2021-09-01
Data Science For Public Policy written by Jeffrey C. Chen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-01 with Mathematics categories.
This textbook presents the essential tools and core concepts of data science to public officials, policy analysts, and economists among others in order to further their application in the public sector. An expansion of the quantitative economics frameworks presented in policy and business schools, this book emphasizes the process of asking relevant questions to inform public policy. Its techniques and approaches emphasize data-driven practices, beginning with the basic programming paradigms that occupy the majority of an analyst’s time and advancing to the practical applications of statistical learning and machine learning. The text considers two divergent, competing perspectives to support its applications, incorporating techniques from both causal inference and prediction. Additionally, the book includes open-sourced data as well as live code, written in R and presented in notebook form, which readers can use and modify to practice working with data.
Everyday Data Cultures
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Author : Jean Burgess
language : en
Publisher: John Wiley & Sons
Release Date : 2022-06-08
Everyday Data Cultures written by Jean Burgess and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-08 with Social Science categories.
The AI revolution can seem powerful and unstoppable, extracting data from every aspect of our lives and subjecting us to unprecedented surveillance and control. But at ground level, even the most advanced ‘smart’ technologies are not as all-powerful as either the tech companies or their critics would have us believe. From gig worker activism to wellness tracking with sex toys and TikTokers' manipulation of the algorithm, this book shows how ordinary people are negotiating the datafication of society. The book establishes a new theoretical framework for understanding everyday experiences of data and automation, and offers guidance on the ethical responsibilities we share as we learn to live together with data-driven machines. Everyday Data Cultures is essential reading for students and researchers in digital media and communication, as well as for anyone interested in the role of data and AI in society.
Devops For Data Science
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Author : Alex Gold
language : en
Publisher: CRC Press
Release Date : 2024-06-19
Devops For Data Science written by Alex Gold and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-19 with Business & Economics categories.
Data Scientists are experts at analyzing, modelling and visualizing data but, at one point or another, have all encountered difficulties in collaborating with or delivering their work to the people and systems that matter. Born out of the agile software movement, DevOps is a set of practices, principles and tools that help software engineers reliably deploy work to production. This book takes the lessons of DevOps and aplies them to creating and delivering production-grade data science projects in Python and R. This book’s first section explores how to build data science projects that deploy to production with no frills or fuss. Its second section covers the rudiments of administering a server, including Linux, application, and network administration before concluding with a demystification of the concerns of enterprise IT/Administration in its final section, making it possible for data scientists to communicate and collaborate with their organization’s security, networking, and administration teams. Key Features: • Start-to-finish labs take readers through creating projects that meet DevOps best practices and creating a server-based environment to work on and deploy them. • Provides an appendix of cheatsheets so that readers will never be without the reference they need to remember a Git, Docker, or Command Line command. • Distills what a data scientist needs to know about Docker, APIs, CI/CD, Linux, DNS, SSL, HTTP, Auth, and more. • Written specifically to address the concern of a data scientist who wants to take their Python or R work to production. There are countless books on creating data science work that is correct. This book, on the otherhand, aims to go beyond this, targeted at data scientists who want their work to be than merely accurate and deliver work that matters.
Data Science
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Author : Xiaohui Cheng
language : en
Publisher: Springer Nature
Release Date : 2019-09-13
Data Science written by Xiaohui Cheng and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-13 with Computers categories.
This two volume set (CCIS 1058 and 1059) constitutes the refereed proceedings of the 5th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2019 held in Guilin, China, in September 2019. The 104 revised full papers presented in these two volumes were carefully reviewed and selected from 395 submissions. The papers cover a wide range of topics related to basic theory and techniques for data science including data mining; data base; net work; security; machine learning; bioinformatics; natural language processing; software engineering; graphic images; system; education; application.
Data Science And Applications For Modern Power Systems
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Author : Le Xie
language : en
Publisher: Springer Nature
Release Date : 2023-06-20
Data Science And Applications For Modern Power Systems written by Le Xie and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-20 with Technology & Engineering categories.
This book offers a comprehensive collection of research articles that utilize data—in particular large data sets—in modern power systems operation and planning. As the power industry moves towards actively utilizing distributed resources with advanced technologies and incentives, it is becoming increasingly important to benefit from the available heterogeneous data sets for improved decision-making. The authors present a first-of-its-kind comprehensive review of big data opportunities and challenges in the smart grid industry. This book provides succinct and useful theory, practical algorithms, and case studies to improve power grid operations and planning utilizing big data, making it a useful graduate-level reference for students, faculty, and practitioners on the future grid.
Advance Your Career In Data Science
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Author : Henry Harvin
language : en
Publisher: Henry Harvin
Release Date : 2023-10-04
Advance Your Career In Data Science written by Henry Harvin and has been published by Henry Harvin this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-04 with Computers categories.
Data science is the study of data to derive useful business insights. In order to analyze massive volumes of data, this multidisciplinary approach incorporates ideas and methods from the domains of mathematics, statistics, artificial intelligence, and computer engineering. You must be introduced to the many components to "Advance Your Career With Data Science" first. You will learn about the statistics that are applied in the area and how to use them practically from this book. Also, this book will assist you in concentrating on the most fundamental aspects of data science for a better grasp of the field.
Getting Started With Fluidinfo
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Author : Nicholas J. Radcliffe
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2012
Getting Started With Fluidinfo written by Nicholas J. Radcliffe and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Computers categories.
Imagine a public storage system that has a place online for structured data about everything that exists--or that could exist. This book introduces Fluidinfo, a system that enables you to store information about anything, real or imaginary, in any digital form. You'll learn how to organize and search for data, and decide who can use, modify, and extend what you've contributed. This guide demonstrates Fluidinfo's potential to create social data, with facilities that encourage users and applications to share, remix, and reuse data in ways they may not have anticipated. You'll learn how to use tools for reading and writing data, and how to use Fluidinfo in your own applications by working with its writable API and simple query language. Read and write Fluidinfo data from web applications--and reuse and build upon each other's data Discover Fluidinfo's permissions system for tags and namespaces Learn how to use Fish, the command-line tool for interacting with Fluidinfo data Delve into Fluidinfo's RESTful API, and learn how to make HTTP requests Use Fluidinfo client libraries to build a simple Python utility or a JavaScript web application
Biohacking Bodies And Do It Yourself
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Author : Mirjam Grewe-Salfeld
language : en
Publisher: transcript Verlag
Release Date : 2021-11-05
Biohacking Bodies And Do It Yourself written by Mirjam Grewe-Salfeld and has been published by transcript Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-05 with Literary Criticism categories.
From self-help books and nootropics, to self-tracking and home health tests, to the tinkering with technology and biological particles – biohacking brings biology, medicine, and the material foundation of life into the sphere of »do-it-yourself«. This trend has the potential to fundamentally change people's relationship with their bodies and biology but it also creates new cultural narratives of responsibility, authority, and differentiation. Covering a broad range of examples, this book explores practices and representations of biohacking in popular culture, discussing their ambiguous position between empowerment and requirement, promise and prescription.
Diy Comms And Control For Amateur Space
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Author : Sandy Antunes
language : en
Publisher: Maker Media, Inc.
Release Date : 2015-06-01
Diy Comms And Control For Amateur Space written by Sandy Antunes and has been published by Maker Media, Inc. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-06-01 with Science categories.
Radio spectrum for commanding and recording from our satellites is a shared resource with subtle hurdles. We walk the path originally paved by AMSATs to discuss the steps and licensing needed to set up and operate both a command uplink and a data download station and network. Find out how playing nicely with others maximizes your ability to get your data down.
All Hands On Tech
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Author : Thomas H. Davenport
language : en
Publisher: John Wiley & Sons
Release Date : 2024-09-18
All Hands On Tech written by Thomas H. Davenport and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-18 with Business & Economics categories.
Supercharge your organization's capacity for innovation The greatest untapped asset in an enterprise today is the ingenuity of its people. Dive into a future of work where technology empowers everyone to be a creator and builder with All Hands on Tech: The Citizen Revolution in Business Technology. This pivotal book offers a comprehensive look into the role of citizen developers—business domain experts who are driving IT-enabled innovation using technology previously reserved for professional technologists. Through case studies of citizens and citizen-enabled enterprises, the authors demonstrate how emerging technology bestows unprecedented power on these individuals and unprecedented value on the organizations that channel their efforts. They outline a transformative approach to citizen development that not only enhances companies' innovative capacity via the empowerment of domain experts, but also minimizes risk and liberates IT departments to pursue more strategic initiatives. All Hands on Tech describes a revolution in work—powered by technology becoming more human and humans becoming more comfortable with technology. This convergence provides a clear pathway for enterprises to leverage the on-the-ground experience and insight of all employees. The authors provide diverse examples of companies that have aligned the work of their citizen developers with wider organizational goals across citizen data science, automation, and development projects. These examples demonstrate why and how to commit to the citizen revolution in your organization. In the book, you'll: Discover the untapped potential of citizen developers to revolutionize business operations with technology democratization Find a practical framework for integrating citizen development into a broader corporate digital and data strategy, while controlling risk Explore a forward-thinking approach to redefining the roles of all hands in an enterprise, empowering them to turn ideas into applications, automations, and analytical/AI models For business leaders, executives, managers, and IT professionals looking to harness the full potential of their front-line employees and redefine the landscape of IT work, All Hands on Tech is a must-have resource. For business domain specialists and those eager to turn ideas into action, the citizen revolution democratizes information technology and empowers you to lead your organization towards a more innovative and efficient future. For subject matter experts, domain specialists, and those eager to put their ideas to work while also future-proofing their careers with invaluable skills, the citizen revolution ushers in an entirely new way of working.