Analytical Skills For Ai And Data Science

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Analytical Skills For Ai And Data Science

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Author : Daniel Vaughan
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2020-05-21

Analytical Skills For Ai And Data Science written by Daniel Vaughan 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 2020-05-21 with Computers categories.

While several market-leading companies have successfully transformed their business models by following data- and AI-driven paths, the vast majority have yet to reap the benefits. How can your business and analytics units gain a competitive advantage by capturing the full potential of this predictive revolution? This practical guide presents a battle-tested end-to-end method to help you translate business decisions into tractable prescriptive solutions using data and AI as fundamental inputs. Author Daniel Vaughan shows data scientists, analytics practitioners, and others interested in using AI to transform their businesses not only how to ask the right questions but also how to generate value using modern AI technologies and decision-making principles. You’ll explore several use cases common to many enterprises, complete with examples you can apply when working to solve your own issues. Break business decisions into stages that can be tackled using different skills from the analytical toolbox Identify and embrace uncertainty in decision making and protect against common human biases Customize optimal decisions to different customers using predictive and prescriptive methods and technologies Ask business questions that create high value through AI- and data-driven technologies

The Ethical Frontier Of Ai And Data Analysis

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Author : Kumar, Rajeev
language : en
Publisher: IGI Global
Release Date : 2024-03-04

The Ethical Frontier Of Ai And Data Analysis written by Kumar, Rajeev and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-04 with Computers categories.

In the advancing fields of artificial intelligence (AI) and data science, a pressing ethical dilemma arises. As technology continues its relentless march forward, ethical considerations within these domains become increasingly complex and critical. Bias in algorithms, lack of transparency, data privacy breaches, and the broader societal repercussions of AI applications are demanding urgent attention. This ethical quandary poses a formidable challenge for researchers, academics, and industry professionals alike, threatening the very foundation of responsible technological innovation. Navigating this ethical minefield requires a comprehensive understanding of the multifaceted issues at hand. The Ethical Frontier of AI and Data Analysis is an indispensable resource crafted to address the ethical challenges that define the future of AI and data science. Researchers and academics who find themselves at the forefront of this challenge are grappling with the evolving landscape of AI and data science ethics. Underscoring the need for this book is the current lack of clarity on ethical frameworks, bias mitigation strategies, and the broader societal implications, which hinder progress and leave a void in the discourse. As the demand for responsible AI solutions intensifies, the imperative for this reliable guide that consolidates, explores, and advances the dialogue on ethical considerations grows exponentially.

Artificial Intelligence And Data Science Engineering

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Author : Dr.Ravi Kumar Saidala
language : en
Publisher: Leilani Katie Publication
Release Date : 2024-07-13

Artificial Intelligence And Data Science Engineering written by Dr.Ravi Kumar Saidala and has been published by Leilani Katie Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-13 with Computers categories.

Dr.Ravi Kumar Saidala, Associate Professor, Department of Computer Science and Engineering (Data Science), CMR University, Bangalore, Karnataka, India. Dr.D.Usha Rani, Associate Professor, Department of Computer Science and Applications, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India. Ms.Indu.B, Assistant Professor, Department of Computer Science Engineering, Dayananda Sagar Academy of Technology and Management (DSATM), Bangalore, Karnataka, India. Dr.Shanthala.P.T, Assistant Professor, Department of Computer Science Engineering, PES University, Bangalore, Karnataka, India.

Data Science The Hard Parts

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Author : Daniel Vaughan
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2023-11-01

Data Science The Hard Parts written by Daniel Vaughan 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 2023-11-01 with Computers categories.

This practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and data science pedagogy. A common misconception is that great data scientists are experts in the "big themes" of the discipline—machine learning and programming. But most of the time, these tools can only take us so far. In practice, the smaller tools and skills really separate a great data scientist from a not-so-great one. Taken as a whole, the lessons in this book make the difference between an average data scientist candidate and a qualified data scientist working in the field. Author Daniel Vaughan has collected, extended, and used these skills to create value and train data scientists from different companies and industries. With this book, you will: Understand how data science creates value Deliver compelling narratives to sell your data science project Build a business case using unit economics principles Create new features for a ML model using storytelling Learn how to decompose KPIs Perform growth decompositions to find root causes for changes in a metric Daniel Vaughan is head of data at Clip, the leading paytech company in Mexico. He's the author of Analytical Skills for AI and Data Science (O'Reilly).

Empowering Educational Leaders Using Analytics Ai And Systems Thinking

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Author : Qudrat-Ullah, Hassan
language : en
Publisher: IGI Global
Release Date : 2024-12-06

Empowering Educational Leaders Using Analytics Ai And Systems Thinking written by Qudrat-Ullah, Hassan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-06 with Education categories.

In today’s rapidly changing world, education must evolve to prepare students for the complexities of technological advancements and globalization. Integrating analytics, artificial intelligence, and systems thinking into curricula empowers students with critical skills for problem-solving and innovation. These advanced concepts help learners navigate interconnected challenges, fostering adaptability and leadership. By reimagining education, society can cultivate future leaders capable of addressing global issues and driving progress. Empowering Educational Leaders Using Analytics, AI, and Systems Thinking explores the transformative potential of integrating advanced concepts into high school curricula. It examines how educational leaders can incorporate analytics, AI, and systems thinking to equip students with the skills needed to thrive in a complex, interconnected world. Covering topics such as business analytics, data ethics, and traditional educational models, this book is an excellent resource for educators, policymakers, stakeholders, academicians, researchers, and more.

Oecd Employment Outlook 2023 Artificial Intelligence And The Labour Market

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Author : OECD
language : en
Publisher: OECD Publishing
Release Date : 2023-07-11

Oecd Employment Outlook 2023 Artificial Intelligence And The Labour Market written by OECD and has been published by OECD Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-11 with categories.

The 2023 edition of the OECD Employment Outlook examines the latest labour market developments in OECD countries. It focuses, in particular, on the evolution of labour demand and widespread shortages, as well as on wage developments in times of high inflation and related policies.

Gendered Nature Of Social Media Networks

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Author : Usha Rana
language : en
Publisher: CRC Press
Release Date : 2025-10-14

Gendered Nature Of Social Media Networks written by Usha Rana and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-14 with Social Science categories.

There is a complicated interplay between gender dynamics and technology in the digital age, especially through social media. Combining the knowledge of seasoned professionals and academics from around the world, this new book investigates the complex and multifaceted relationship between gender and social media, providing an interdisciplinary and international viewpoint on the subject. Each chapter of the book presents a distinctive viewpoint on the interaction between gender and social media. The book first provides a summary of the theoretical foundations and then delves into how social media platforms mediate and reflect societal constructs of gender and how those assumptions shape online experiences. The book also discusses how gender representation on social media platforms may either challenge conventional standards or reinforce stereotypes. The book observes how social media contributes to activism and social change, discussing how it has been used by feminist movements, LGBTQ+ activism, and diverse programs to address gender inequality. The book goes into further detail about these platforms’ darker sides, including issues that include cyberbullying, harassment, and privacy worries that disproportionately affect women and other underrepresented groups.

Building Ai Powered Products

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Author : Marily Nika
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2025-02-15

Building Ai Powered Products written by Marily Nika 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 2025-02-15 with Business & Economics categories.

Drawing from her experience at Google and Meta, Dr. Marily Nika delivers the definitive guide for product managers building AI and GenAI powered products. Packed with smart strategies, actionable tools, and real-world examples, this book breaks down the complex world of AI agents and generative AI products into a playbook for driving innovation to help product leaders bridge the gap between niche AI and GenAI technologies and user pain points. Whether you're already leading product teams or are an aspiring product manager, and regardless of your prior knowledge with AI, this guide will empower you to confidently navigate every stage of the AI product lifecycle. Confidently manage AI product development with tools, frameworks, strategic insights, and real-world examples from Google, Meta, OpenAI, and more Lead product orgs to solve real problems via agentic AI and GenAI capabilities Gain AI Awareness and technical fluency to work with AI models, LLMs, and the algorithms that power them; get cross-functional alignment; make strategic trade-offs; and set OKRs

An Insight Into University Medical And Health Science Courses

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Author : Sunjoo Kang
language : en
Publisher: Frontiers Media SA
Release Date : 2022-12-26

An Insight Into University Medical And Health Science Courses written by Sunjoo Kang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-26 with Medical categories.

Enterprise Risk Management

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Author : Stefan Hunziker
language : en
Publisher: Springer Nature
Release Date : 2025-08-04

Enterprise Risk Management written by Stefan Hunziker and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-04 with Business & Economics categories.

This textbook demonstrates how Enterprise Risk Management creates value in strategic- and decision-making-processes. The author introduces modern approaches to balancing risk and reward, based on many examples of medium-sized and large companies from different industries. Since traditional risk management in practice is often an independent stand-alone process with no impact on decision-making processes, it is unable to create value and ties up resources in the company unnecessarily. Herewith, he serves students as well as practitioners with modern approaches that promote a connection between ERM and corporate management. The author demonstrates in a didactically appropriate manner how companies can use ERM in a concrete way to achieve better risk-reward decisions under uncertainty. Furthermore, theoretical and psychological findings relevant to entrepreneurial decision-making situations are incorporated. This textbook has been recommended and developed for university courses in Germany, Austria and Switzerland.