Read Books Online and Download eBooks, EPub, PDF, Mobi, Kindle, Text Full Free.
Empowering The Citizen Data Scientist In Everyone
Download Empowering The Citizen Data Scientist In Everyone full books in PDF, epub, and Kindle. Read online Empowering The Citizen Data Scientist In Everyone ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Book Synopsis Empowering the Citizen Data Scientist in Everyone by : David Guggenheim
Download or read book Empowering the Citizen Data Scientist in Everyone written by David Guggenheim and published by CitizenAnalytics LLC. This book was released on 2023-10-26 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains our citizen data science philosophy, theories of machine learning explained in plain English, practical applications for many types of predictive and interpretable models, and the software and datasets required for doing real data science without becoming a data scientist. The data mining process flows, hosted in Jupyter notebooks along with the datasets in the cloud, are complete, and templates are fully populated for all main types of models. In fact, this book is where template-driven data analytics gets its start, but you will decide where it ends as it can be applied to limitless situations. While the backend technology is very advanced, you can use a Chromebook to build, run, and analyze professional-grade machine learning models using this guide.
Book Synopsis AI & Data Literacy by : Bill Schmarzo
Download or read book AI & Data Literacy written by Bill Schmarzo and published by Packt Publishing Ltd. This book was released on 2023-07-26 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the key skills and capabilities that empower Citizens of Data Science to not only survive but thrive in an AI-dominated world. Purchase of the print or Kindle book includes a free PDF eBook Key Features Prepare for a future dominated by AI and big data Enhance your AI and data literacy with real-world examples Learn how to leverage AI and data to address current and future challenges Book DescriptionAI is undoubtedly a game-changing tool with immense potential to improve human life. This book aims to empower you as a Citizen of Data Science, covering the privacy, ethics, and theoretical concepts you’ll need to exploit to thrive amid the current and future developments in the AI landscape. We'll explore AI's inner workings, user intent, and the critical role of the AI utility function while also briefly touching on statistics and prediction to build decision models that leverage AI and data for highly informed, more accurate, and less risky decisions. Additionally, we'll discuss how organizations of all sizes can leverage AI and data to engineer or create value. We'll establish why economies of learning are more powerful than the economies of scale in a digital-centric world. Ethics and personal/organizational empowerment in the context of AI will also be addressed. Lastly, we'll delve into ChatGPT and the role of Large Language Models (LLMs), preparing you for the growing importance of Generative AI. By the end of the book, you'll have a deeper understanding of AI and how best to leverage it and thrive alongside it.What you will learn Get to know the fundamentals of data literacy, privacy, and analytics Find out what makes AI tick and the role of the AI utility function Make informed decisions using prominent decision-making frameworks Understand relevant statistics and probability concepts Create new sources of value by leveraging and applying AI and data Apply ethical parameters to AI development with real-world examples Find out how to get the most out of ChatGPT and its peers Who this book is forThis book is designed to benefit everyone from students to established business leaders and professionals who want to learn how to leverage data and analytics to accelerate their AI and Data literacy.
Book Synopsis The Science of Citizen Science by : Katrin Vohland
Download or read book The Science of Citizen Science written by Katrin Vohland and published by Springer Nature. This book was released on 2021 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book discusses how the involvement of citizens into scientific endeavors is expected to contribute to solve the big challenges of our time, such as climate change and the loss of biodiversity, growing inequalities within and between societies, and the sustainability turn. The field of citizen science has been growing in recent decades. Many different stakeholders from scientists to citizens and from policy makers to environmental organisations have been involved in its practice. In addition, many scientists also study citizen science as a research approach and as a way for science and society to interact and collaborate. This book provides a representation of the practices as well as scientific and societal outcomes in different disciplines. It reflects the contribution of citizen science to societal development, education, or innovation and provides and overview of the field of actors as well as on tools and guidelines. It serves as an introduction for anyone who wants to get involved in and learn more about the science of citizen science.
Download or read book Citizen Science written by Susanne Hecker and published by UCL Press. This book was released on 2018-10-15 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: Citizen science, the active participation of the public in scientific research projects, is a rapidly expanding field in open science and open innovation. It provides an integrated model of public knowledge production and engagement with science. As a growing worldwide phenomenon, it is invigorated by evolving new technologies that connect people easily and effectively with the scientific community. Catalysed by citizens’ wishes to be actively involved in scientific processes, as a result of recent societal trends, it also offers contributions to the rise in tertiary education. In addition, citizen science provides a valuable tool for citizens to play a more active role in sustainable development. This book identifies and explains the role of citizen science within innovation in science and society, and as a vibrant and productive science-policy interface. The scope of this volume is global, geared towards identifying solutions and lessons to be applied across science, practice and policy. The chapters consider the role of citizen science in the context of the wider agenda of open science and open innovation, and discuss progress towards responsible research and innovation, two of the most critical aspects of science today.
Download or read book Citizen Science written by Caren Cooper and published by Abrams. This book was released on 2016-12-20 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: True stories of everyday volunteers participating in scientific research that “may well prompt readers to join the growing community” (Booklist). Think you need a degree in science to contribute to important scientific discoveries? Think again. All around the world, in fields ranging from meteorology to ornithology to public health, millions of everyday people are choosing to participate in the scientific process. Working in cooperation with scientists in pursuit of information, innovation, and discovery, these volunteers are following protocols, collecting and reviewing data, and sharing their observations. They’re our neighbors, in-laws, and coworkers. Their story, along with the story of the social good that can result from citizen science, has largely been untold, until now. Citizen scientists are challenging old notions about who can conduct research, where knowledge can be acquired, and even how solutions to some of our biggest societal problems might emerge. In telling their story, Caren Cooper just might inspire you to rethink your own assumptions about the role that individuals can play in gaining scientific understanding—and putting that understanding to use as a steward of our world. “Engaging.” —Library Journal (starred review)
Book Synopsis Science by the People by : Aya H. Kimura
Download or read book Science by the People written by Aya H. Kimura and published by Rutgers University Press. This book was released on 2019-09-13 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Studies show that citizen science projects--projects involving nonprofessionals--face dilemmas ranging from austerity to presumed boundaries between science and activism. By unpacking the politics of citizen science, this book aims to help people negotiate a complex political landscape and choose paths moving toward social change and environmental sustainability.
Book Synopsis Open Citizen Science Data and Methods by : Anne Bowser
Download or read book Open Citizen Science Data and Methods written by Anne Bowser and published by Frontiers Media SA. This book was released on 2022-11-25 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis People and Data by : Thomas C. Redman
Download or read book People and Data written by Thomas C. Redman and published by Kogan Page Publishers. This book was released on 2023-07-03 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: People and Data is an innovative exploration of the relationship between non-data professionals and data in an organization's success, and why it is only when they work together that a business can unlock its full potential. This book explains how most companies are yet to take advantage of the value that data offers. Their structures and processes are unfit for data and their biggest mistake is that regular employees are not included in the data-driven effort. People and Data illustrates how to change this. It shows how and why improving data quality should be an organization's first priority, how to tackle the tough organizational issues, such as departmental silos, that get in the way and how to upskill the whole workforce to get the best out of the organization's data. It is a practical guide written by a global expert which explains how companies can put their data to work by building it into all aspects of the business including their structure, culture and workforce design. By infusing the whole organization with data in this way employees at any level can use insights from the data to improve business performance. Full of practical tips and advice, People and Data includes a Resource Centre featuring a curriculum for training employees, and eight tools that will help companies to leverage their data to meet their business goals and upskill their employees so that everyone can benefit from the power of data. With important takeaways and real-world examples from organizations including AT&T and Morgan Stanley, this book is essential reading for all those wanting to allow their people and data to reach their full potential but are not sure where to start.
Book Synopsis Smart Data Discovery Using SAS Viya by : Felix Liao
Download or read book Smart Data Discovery Using SAS Viya written by Felix Liao and published by SAS Institute. This book was released on 2020-08-11 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gain Powerful Insights with SAS Viya! Whether you are an executive, departmental decision maker, or analyst, the need to leverage data and analytical techniques in order make critical business decisions is now crucial to every part of an organization. Smart Data Discovery with SAS Viya: Powerful Techniques for Deeper Insights provides you with the necessary knowledge and skills to conduct a smart discovery process and empower you to ask more complex questions using your data. The book highlights key components of a smart data discovery process utilizing advanced machine learning techniques, powerful capabilities from SAS Viya, and finally brings it all together using real examples and applications. With its step-by-step approach and integrated examples, the book provides a relevant and practical guide to insight discovery that goes beyond traditional charts and graphs. By showcasing the powerful visual modeling capabilities of SAS Viya, it also opens up the world of advanced analytics and machine learning techniques to a much broader set of audiences.
Book Synopsis Citizen Scientist by : Mary Ellen Hannibal
Download or read book Citizen Scientist written by Mary Ellen Hannibal and published by The Experiment. This book was released on 2017-08-22 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: A San Francisco Chronicle Best Book of 2016: “Intelligent and impassioned, Citizen Scientist is essential reading for anyone interested in the natural world.” Award-winning writer Mary Ellen Hannibal has long reported on scientists’ efforts to protect vanishing species, but it was only through citizen science that she found she could take action herself. As she wades into tide pools, spots hawks, and scours mountains, she discovers the power of the heroic volunteers who are helping scientists measure—and even slow—today’s unprecedented mass extinction. Citizen science may be the future of large-scale field research—and our planet’s last, best hope.
Book Synopsis All Hands on Tech by : Thomas H. Davenport
Download or read book All Hands on Tech written by Thomas H. Davenport and published by John Wiley & Sons. This book was released on 2024-09-18 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Citizen Empowerment through Digital Transformation in Government by : Neeta Verma
Download or read book Citizen Empowerment through Digital Transformation in Government written by Neeta Verma and published by CRC Press. This book was released on 2021-12-31 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technological innovations across the globe are bringing profound change to our society. Governments around the world are experiencing and embracing this technology-led shift. New platforms, emerging technologies, customizable products, and changing citizen demand and outlook towards government services are reshaping the whole journey. When it comes to the application of Information and Communication Technologies (ICT) in any sector, the Government of India has emerged as an early adopter of these technologies and has also focused on last-mile delivery of citizen-centric services. Citizen Empowerment through Digital Transformation in Government takes us through the four-decade long transformational journey of various key sectors in India where ICT has played a major role in reimagining government services to citizens across the country. It touches upon the emergence of the National Informatics Centre as a premier technology institution of the Government of India and its collaborative efforts with the Central, State Governments, as well as the District level administration, to deliver best-in-class solutions. Inspiring and informative, the book is filled with real-life transformation stories that have helped to lead the people and the Government of India to realize their vision of a digitally empowered nation.
Book Synopsis Fun with Machine Learning by : Arockia Liborious
Download or read book Fun with Machine Learning written by Arockia Liborious and published by BPB Publications. This book was released on 2023-03-23 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use AutoML to leverage Machine Learning for solving business problems KEY FEATURES ● Get familiar with the common machine learning problems and understand how to solve them. ● Understand the importance of different types of data and how to work with them effectively. ● Learn how to use machine learning and AutoML tools to solve real-world problems. DESCRIPTION “Fun with Machine Learning” is an essential guide for anyone looking to learn about machine learning and how it can be used to make informed business decisions. The book covers the basics of machine learning, providing an overview of key concepts and terminology. To fully understand machine learning, it is important to have a basic understanding of statistics and mathematics. The book provides a simple introduction to these topics, making it easy for you to understand the core concepts. One of the key features of the book is its focus on AutoML tools. It introduces you to different AutoML tools and explains how to use them to simplify the data science processes. The book also shows how machine learning can be used to solve real-world business problems, such as predicting customer churn, detecting fraud, and optimizing marketing campaigns. By the end of the book, you will be able to transform raw data into actionable insights with machine learning. WHAT YOU WILL LEARN ● Get a clear understanding of what machine learning is and how it works. ● Learn how to perform regression analysis using Orange. ● Understand how to implement classification In machine learning. ● Get to know more about the clustering and association algorithms. ● Analyze, visualize, manipulate, and forecast time series data with Orange. WHO THIS BOOK IS FOR This book is for Machine Learning engineers, Machine Learning enthusiasts, Data Scientists, beginners, and students who are looking to implement machine learning techniques to solve real-life business problems. It is also a great resource for business leaders who are responsible for making data-driven decisions. TABLE OF CONTENTS 1. Significance of Machine Learning in Today’s Business 2. Know Your Data 3. Up and Running With Analytical Tools 4. Machine Learning in a Nutshell 5. Regression Analysis 6. Classification 7. Clustering and Association 8. Time Series Forecasting 9. Image Analysis 10. Tips and Tricks
Book Synopsis Analyzing the Role of Citizen Science in Modern Research by : Ceccaroni, Luigi
Download or read book Analyzing the Role of Citizen Science in Modern Research written by Ceccaroni, Luigi and published by IGI Global. This book was released on 2016-10-25 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the need for sustainable development practices around the world continues to grow, it has become imperative for citizens to become actively engaged in the global transition. By evaluating data collected from various global programs, researchers are able to identify strategies and challenges in implementing civic engagement initiatives. Analyzing the Role of Citizen Science in Modern Research focuses on analyzing data on current initiatives and best practices in citizen engagement and education programs across various disciplines. Highlighting emergent research and application techniques within citizen science initiatives, this publication appeals to academicians, researchers, policy makers, government officials, technology developers, advanced-level students and program developers interested in launching or improving citizen science programs across the globe.
Book Synopsis 97 Things About Ethics Everyone in Data Science Should Know by : Bill Franks
Download or read book 97 Things About Ethics Everyone in Data Science Should Know written by Bill Franks and published by "O'Reilly Media, Inc.". This book was released on 2020-08-06 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most of the high-profile cases of real or perceived unethical activity in data science arenâ??t matters of bad intent. Rather, they occur because the ethics simply arenâ??t thought through well enough. Being ethical takes constant diligence, and in many situations identifying the right choice can be difficult. In this in-depth book, contributors from top companies in technology, finance, and other industries share experiences and lessons learned from collecting, managing, and analyzing data ethically. Data science professionals, managers, and tech leaders will gain a better understanding of ethics through powerful, real-world best practices. Articles include: Ethics Is Not a Binary Conceptâ??Tim Wilson How to Approach Ethical Transparencyâ??Rado Kotorov Unbiased ≠ Fairâ??Doug Hague Rules and Rationalityâ??Christof Wolf Brenner The Truth About AI Biasâ??Cassie Kozyrkov Cautionary Ethics Talesâ??Sherrill Hayes Fairness in the Age of Algorithmsâ??Anna Jacobson The Ethical Data Storytellerâ??Brent Dykes Introducing Ethicizeâ?¢, the Fully AI-Driven Cloud-Based Ethics Solution!â??Brian Oâ??Neill Be Careful with "Decisions of the Heart"â??Hugh Watson Understanding Passive Versus Proactive Ethicsâ??Bill Schmarzo
Book Synopsis Statistics for Empowerment and Social Engagement by : Jim Ridgway
Download or read book Statistics for Empowerment and Social Engagement written by Jim Ridgway and published by Springer Nature. This book was released on 2023-03-10 with total page 621 pages. Available in PDF, EPUB and Kindle. Book excerpt: “This book is a remarkable achievement” Gerd Gigerenzer This book offers practical approaches to working in a new field of knowledge - Civic Statistics - which sets out to engage with, and overcome well documented and long-standing problems in teaching quantitative skills. The book includes 23 peer-reviewed chapters, written in coordination by an international group of experts from ten countries. The book aims to support and enhance the work of teachers and lecturers working both at the high school and tertiary (university) levels. It is designed to promote and improve the critical understanding of quantitative evidence relevant to burning social issues – such as epidemics, climate change, poverty, migration, natural disasters, inequality, employment, and racism. Effective citizen engagement with social issues requires active participation and a broad understanding of data and statistics about societal issues. However, many statistics curricula are not designed to teach relevant skills nor to improve learners' statistical literacy. Evidence about social issues is provided to the public via print and digital media, official statistics offices, and other information channels, and a great deal of data is accessible both as aggregated summaries and as individual records. Chapters illustrate the approaches needed to teach and promote the knowledge, skills, dispositions, and enabling processes associated with critical understanding of Civic Statistics presented in many forms. These include: statistical analysis of authentic multivariate data; use of dynamic data visualisations; deconstructing texts about the social and economic well-being of societies and communities. Chapters discuss: the development of curricula and educational resources; use of emerging technologies and visualizations; preparation of teachers and teaching approaches; sources for relevant datasets and rich texts about Civic Statistics; ideas regarding future research, assessment, collaborations between different stakeholders; and other systemic issues.
Book Synopsis Hyper-Accurate Weather Forecasts with Graphcore by : StoryBuddiesPlay
Download or read book Hyper-Accurate Weather Forecasts with Graphcore written by StoryBuddiesPlay and published by StoryBuddiesPlay. This book was released on 2024-06-11 with total page 75 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleash the power of weather prediction with Graphcore's cutting-edge AI technology. Move beyond unreliable forecasts and embrace hyper-accurate weather data that empowers individuals, businesses, and communities. Graphcore's AI-powered forecasts provide more than just rain or shine predictions. They offer granular insights into wind speed, humidity, precipitation intensity, and more, allowing you to make informed decisions for every aspect of your life. Businesses can optimize operations, minimize disruptions, and gain a competitive edge through strategic weather intelligence. Farmers can ensure maximum crop yields and manage resources effectively. Cities can build resilience and prepare for extreme weather events. Graphcore's technology extends beyond short-term forecasts, offering valuable insights into long-term trends and climate patterns. This empowers proactive measures to mitigate climate change and build a more sustainable future. Join the weather revolution with Graphcore and experience the transformative power of hyper-accurate weather predictions.
