Mostrando títulos en Ciencia de Datos

ジブンの得意×AIを操るチカラ＝GPT時代の知的生産術ＣｈａｔＧＰＴ時代のＡＩは「ことばで動く」ので、文系人材でも自由自在に操ることができます。

Between 2012 and 2023, Ian Graham worked as Liverpool FC's Director of Research. His tenure coincided with the club’s greatest period of success since the 1980s, including winning the Premier League in 2020 – Liverpool’s first league title after an agonising 29 years. Here for the first time, Graham reveals the fascinating data that informed some of the club’s most pivotal moments of the past decade, from the appointment of Jurgen Klopp as manager in 2015 to the signing of Mohamed Salah in 2017.

Master the concepts and strategies underlying success and progress in data science. From the author of the bestsellers, Data Scientist and Julia for Data Science, this book covers four foundational areas of data science. The first area is the data science pipeline including methodologies and the data scientist's toolbox. The second are essential practices needed in understanding the data including questions and hypotheses. The third are pitfalls to avoid in the data science process. The fourth is an awareness of future trends and how modern technologies like Artificial Intelligence (AI) fit...

Unlock the power of responsible AI governance with this essential guide for leaders and practitioners. Gain the knowledge and tools to effectively govern and oversee the use of artificial intelligence in your organization, ensuring compliance with emerging global regulations. Become equipped with the necessary knowledge to establish a solid foundation for managing your AI investments and apply a technology that will revolutionize how you serve your markets, manage your internal business processes, and embed your products’ capabilities. Depending on your organization's locations and ...

Manage and optimize metadata using Artificial Intelligence (AI) and Machine Learning (ML) through this comprehensive guide on the intricate and pivotal world of data cataloging. The book demystifies the concepts of data cataloging, highlighting its critical role in ensuring that data within organizations is accurate, accessible, and actionable. Jeff meticulously lays out strategies and insights on creating a robust data catalog that manages metadata and uses AI and ML to enhance its usability and reliability. In an era dominated by data-driven decisions, understanding and implementing ...

Getting the most from your data requires winning the Enrichment game. Learn the game rules and fit the “pieces,” processes, and people together to achieve a high score in data quality and data useability. First, demonstrate the value of the data our organizations gather, protect, and, in some cases, share. Second, enrich the available data by providing more context on the meaning of the data. Chief data officers, data strategists, data architects, data managers, data scientists, business analysts, and data governance and business intelligence professionals all play the game, and ...

What's the Return on Investment (ROI) on data management? Sound like an impossible question to answer? Not if you read this book and learn the value-added approach to managing enterprise resources and assets. This book defines the five interrelated best practices that comprise data management, and shows you how by example to successfully communicate data management ROI to senior management. The 17 cases we share will help you to identify opportunities to introduce data management into the strategic conversations that occur in the C-suite. You will gain a new perspective regarding the ...

The data lakehouse is the next generation of the data warehouse and data lake, designed to meet today’s complex and ever-changing modern information systems. This book shows you how to construct your data lakehouse as the foundation for your artificial intelligence (AI), machine learning (ML), and data mesh initiatives. Know the pitfalls and techniques for maximizing business value of your data lakehouse. In addition, be able to explain the core characteristics and critical success factors of a data lakehouse. By reviewing entry errors, key incompatibility, and ensuring good documentation...

Overcome the challenges, appreciate the varieties, and apply the process of data integration. Learn all about data integration and become a data integration hero instead of following the masses and running in the opposite direction at the mere mention of the word “integration”. Understand why organizations avoid data integration and often wind up with spider web environments containing siloed applications instead of an enterprise database which excites analysts and data scientists. Distinguish the different types of integration: database, attribute, key, index, encoding, measurement, ...

Let the sun shine through! The cloud in data warehousing skies is finally clearing as Dr. Barry Devlin builds the architectural and systems foundations for data lakehouse, data fabric, and data mesh, as well as the base cloud data warehouse. The past five years has seen an explosion of innovation and new technical forms as cloud data warehousing has gone mainstream. But confusion has grown too. After all, the business needs are largely unchanged. So, why are there so many options and approaches? How do they differ? Which one may be the best choice? And why? In this first volume of a two-...

Integrating Hadoop leverages the discipline of data integration and applies it to the Hadoop open-source software framework for storing data on clusters of commodity hardware. It is packed with the need-to-know for managers, architects, designers, and developers responsible for populating Hadoop in the enterprise, allowing you to harness big data and do it in such a way that the solution: Complies with (and even extends) enterprise standards Integrates seamlessly with the existing information infrastructure Fills a critical role within enterprise architecture. Integrating Hadoop covers the ...

Read true crime stories of people abusing and misusing data. Just because there’s data doesn’t necessarily mean it’s the right data or people are using it properly. And as the saying goes, those who do not learn history are doomed to repeat it. Documenting and understanding these stories can prevent them from happening again. Through a career in data, Merrill sees data problems (data crimes) caused by people treating data improperly. Recognizing data crimes is the first step in getting a resolution. This book details incidents of data crimes and their impact. Although not the person ...

Are you ready to revolutionize your writing with AI? In "Command the Page," Charlie Deist introduces a groundbreaking approach to writing in the age of artificial intelligence. As AI reshapes industries and professions, writers and creatives face a pivotal choice: adapt or become obsolete. This book is your guide to not just surviving but thriving in this new landscape. Deist reveals how AI, like ChatGPT, is more than a tool; it's a collaborator that can enhance your creative process. Learn how to merge AI's computational power with the irreplaceable touch of human creativity. Through ...

Introducing the ultimate guide to Cloud Computing, the eBook that will revolutionize the way you think about technology! With chapters ranging from an introduction to cloud computing all the way to future trends and data sovereignty, this essential guidebook covers everything you need to know about the cloud. In Chapter 2, you'll delve into the evolution of this game-changing technology, while Chapter 3 offers a comprehensive understanding of the various types of cloud computing. Chapters 4 and 5 examine the benefits and drawbacks of adopting cloud computing, ensuring you're fully informed ...

Progressive organizations, both businesses and public services, around the world have adopted data analytic. You should jump on the bandwagon now! If you want to learn data analytic using the window functions in MySQL database, this is the book of choice.

Introducing "Building Smart Devices and Home Automation Systems with Raspberry Pi and IoT" – the ultimate guide that will transform your ordinary home into a smart and connected living space! Are you ready to unleash the power of Raspberry Pi and IoT technologies? This eBook is the perfect resource for both beginners and advanced users alike. Dive into 41 comprehensive chapters that cover every aspect of smart home automation and IoT device development. From setting up your Raspberry Pi to designing and prototyping custom IoT devices, this book will take you on a journey to explore ...

Unleash your potential in the thrilling and ever-evolving field of data with the eBook, "Data Cleaning and Preparation." This guide offers a comprehensive journey into understanding the art of data manipulation. It is tailored perfectly to meet the demands of beginners and professionals alike who have an interest in amplifying their knowledge and practical skills in data science. Immerse yourself in the landscape of data cleaning and preparation with the book's engrossing first chapter. It along with subsequent chapters uncovers the foundation of data quality, its common problems, and their...

Immerse yourself in the extraordinary world of anomalies with the ground-breaking eBook, "Uncovering the Unusual." Step into the fascinating realm of data-teeming with intriguing patterns and peculiar outliers in this enlightening journey that bares the basics of Anomaly Detection. Be guided through this underlying foundation of analytics, uncovering its riveting importance as you grapple with real-world applications. This eBook stands unique as it unveils different classifications of anomalies, dissecting them into point, contextual, and collective anomalies, and offering an enriching ...

Embrace the dawn of your journey into the gaming world with 'Rise and Shine,' an informational e-book that has just hit the digital shelves on Amazon! If creating and marketing an indie game is a dream of yours, this eBook is your guiding star, illuminating a path to commercial success. Divided into fifteen comprehensive chapters, 'Rise and Shine' delves into many important topics. From the significance of marketing in game development to understanding your gaming audience, you will unlock numerous strategies and tips on the intricacies of indie game marketing. Breathe life into your game's...

Step into the expansive world of "Connected Anywhere," a revolutionary eBook taking readers on a journey through the challenges and triumphs of achieving internet connectivity in the world’s most remote regions. 'Connected Anywhere' is an in-depth investigation into the transformative power of technologies to penetrate geographical boundaries and unify the world. Unfurling the first chapter, "Uncovering Connectivity Challenges in Remote Areas," you'll plunge into the realm of remote internet connectivity. Dive into the capabilities of technological advancements, their limitations, and ...