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Empowering The Citizen Data Scientist In Everyone
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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.
Download or read book Citizen Gain written by Heather Harris and published by . This book was released on 2018-05-29 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the playbook you've been waiting for. Ms. Harris reaches beyond the hype to give you practical, actionable insights that you can use today to equip your analysts to become Citizen Data Scientists -- powerful, front-line players who are powerful catalysts for your overall data science strategy. Learn how to bring your data scientists and analysts together to practice data science as a team sport.CATALYZING THE MODERN ANALYTICS REVOLUTIONThe analytics hype is officially at fever pitch, but today's organizations still struggle to harness modern analytics tools in a way that actually makes a difference for the business. If you're skeptical that doing another deployment and hiring more data scientists is going to move the needle, what's the answer instead?Step forward into a modern analytics capability by developing and unleashing the power of Citizen Data Scientists across your enterprise. Your Center of Excellence may be world class, but it can't scale fast enough to meet demand from the business. Empower both your analysts and data scientists in a way that allows Data Science to yield its greatest gains when practiced as a team sport.
Book Synopsis Data Feminism by : Catherine D'Ignazio
Download or read book Data Feminism written by Catherine D'Ignazio and published by MIT Press. This book was released on 2023-10-03 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism. Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought. Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.” Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.
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 206 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 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: Longlisted for the Fleck Prize from the Society for Social Studies of Science (4S) Citizen science—research involving nonprofessionals in the research process—has attracted both strong enthusiasts and detractors. Many environmental professionals, activists, and scholars consider citizen science part of their toolkit for addressing environmental challenges. Critics, however, contend that it represents a corporate takeover of scientific priorities. In this timely book, two sociologists move beyond this binary debate by analyzing the tensions and dilemmas that citizen science projects commonly face. Key lessons are drawn from case studies where citizen scientists have investigated the impact of shale oil and gas, nuclear power, and genetically engineered crops. These studies show that diverse citizen science projects face shared dilemmas relating to austerity pressures, presumed boundaries between science and activism, and difficulties moving between scales of environmental problems. 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 AI Approaches to Literacy in Higher Education by : Eybers, Oscar Oliver
Download or read book AI Approaches to Literacy in Higher Education written by Eybers, Oscar Oliver and published by IGI Global. This book was released on 2024-05-01 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ongoing struggle to increase literacy within our population is one of the defining goals of education. Educational environments continue to incorporate more and more technology into their cache of necessary tools as the lives of their students depend on these devices at a growing rate. Artificial intelligence (AI) and literacy education are bound to face a convergence that will be a transformative force. AI Approaches to Literacy in Higher Education delves into the synergies between advanced technology and the cultivation of literacy skills, illuminating innovative methodologies and applications that redefine educational paradigms. This book is a comprehensive analysis of AI's potential to elevate literacy among higher education students. The book strategically integrates research studies, case analyses, and theoretical perspectives to construct a nuanced understanding of AI's role in shaping literacy outcomes. This work uncovers the intricate interplay between technology and academic literacy by utilizing a tapestry of AI-driven tools, strategies, and techniques. Educators, researchers, instructional designers, and higher education professionals will find this book invaluable.
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 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 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.
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 316 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 Data-Driven Approaches for Effective Managerial Decision Making by : Anubha
Download or read book Data-Driven Approaches for Effective Managerial Decision Making written by Anubha and published by IGI Global. This book was released on 2023-05-08 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: In todays competitive market, a manager must be able to look at data, understand it, analyze it, and then interpret it to design a smart business strategy. Big data is also a valuable source of information on how customers interact with firms through various mediums such as social media platforms, online reviews, and many more. The applications and uses of business analytics are numerous and must be further studied to ensure they are utilized appropriately. Data-Driven Approaches for Effective Managerial Decision Making investigates management concepts and applications using data analytics and outlines future research directions. The book also addresses contemporary advancements and innovations in the field of management. Covering key topics such as big data, business intelligence, and artificial intelligence, this reference work is ideal for managers, business owners, industry professionals, researchers, scholars, academicians, practitioners, instructors, and students.
Download or read book The Outdoor Citizen written by John Judge and published by Apollo Publishers. This book was released on 2019-12-17 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the president and CEO of the Appalachian Mountain Club comes an astounding comprehensive plan to save our planet, make the outdoors the epicenter of our communities, and commit to an active outdoor lifestyle. In The Outdoor Citizen, John Judge coins the term “Outdoor Citizen” as he delivers an urgent call to action and a remarkably persuasive argument for why we must all become citizens of the natural world, reconnecting with life's most essential foundation, nature, and defending it, embracing it, and advocating for it. Judge, an international leader in conservation stewardship, covers such topics as how to turn our cities into Outdoor Cities, with a wide range of green spaces, outdoor recreation activities, eco-friendly transportation, and sustainable food sources; how to globally transition to green energy sources; what environmental policies must be implemented and how to enact them; and how to fund a sustainable economy. At a time when we are facing an unprecedented climate crisis, the continued use of carbon emissions will lead to devastating, irreversible effects on the earth. This unique and riveting volume, brimming with expert advice and case studies, is unparalleled—a game-changer for saving our planet and an entry point into a world of healthier and happier people.
Book Synopsis Global Environment Outlook - GEO-6: Healthy Planet, Healthy People by : UN Environment
Download or read book Global Environment Outlook - GEO-6: Healthy Planet, Healthy People written by UN Environment and published by Cambridge University Press. This book was released on 2019-05-31 with total page 744 pages. Available in PDF, EPUB and Kindle. Book excerpt: Published to coincide with the Fourth United Nations Environmental Assembly, UN Environment's sixth Global Environment Outlook calls on decision makers to take bold and urgent action to address pressing environmental issues in order to protect the planet and human health. By bringing together hundreds of scientists, peer reviewers and collaborating institutions and partners, the GEO reports build on sound scientific knowledge to provide governments, local authorities, businesses and individual citizens with the information needed to guide societies to a truly sustainable world by 2050. GEO-6 outlines the current state of the environment, illustrates possible future environmental trends and analyses the effectiveness of policies. This flagship report shows how governments can put us on the path to a truly sustainable future - emphasising that urgent and inclusive action is needed to achieve a healthy planet with healthy people. This title is also available as Open Access on Cambridge Core.
Book Synopsis Citizen Science and Social Innovation: Mutual Relations, Barriers, Needs, and Development Factors by : Andrzej Klimczuk
Download or read book Citizen Science and Social Innovation: Mutual Relations, Barriers, Needs, and Development Factors written by Andrzej Klimczuk and published by Frontiers Media SA. This book was released on 2022-03-21 with total page 87 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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 355 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 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.
