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Data Preparation and Exploration : Applied to Healthcare Data
Data scientists spend more than two-thirds of their time cleaning, preparing, exploring, and visualizing data before it is ready for modeling and mining.This textbook covers the important steps of data preparation and exploration that anyone who deals with data should know. This textbook is an excellent companion text for our other textbook Introduction to Biomedical Data Science. The data preparation and exploration methods we include are spreadsheet and statistics package approaches, as well as the programming languages R and Python.The reader is introduced to the free stat packages Jamovi and BlueSky Statistics.Multiple techniques for data visualization are presented.Medical datasets are used for demonstrations and student exercises.Importantly, chapter content is supplemented with YouTube videos.Chapters are well referenced (100+) and there is a chapter on health data resources so the reader can find data to prepare and explore on their own. Prominent issues such as how to handle missing data and imbalanced datasets are covered along with sections on descriptive statistics, visualization, correlations, handling duplicates and outliers, scaling, standardization, and much more.A downloadable Data Checklist is available on https://www.informaticseducation.org
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Data Culture : Develop An Effective Data-Driven Organization
Organizations often start their data journey by either procuring the technology or hiring the people.However, without an effective data-driven culture in place, they can struggle to derive value from their investments. Data Culture explores how data leaders can develop and nurture a data-driven culture tailored to their organization's needs.It outlines the types of data leadership and teams needed and the key building blocks for success, such as team recruitment, building and training, leadership, process, behavioural change management, developing, sustaining and measuring a data culture, company values and everyday decision making.It also explores the nuances of how different types of data cultures work with different types of companies, what to avoid and the differences between building a data culture from scratch and changing an existing data culture from within. With this hands-on guide, senior data leader Shorful Islam takes readers through how to successfully establish or change a data culture, sharing his expertise in behavioural change psychology and two decades of experience in fostering data culture in organizations.Supported throughout by real-world examples and cases, this will be an essential read for all data leaders and anyone involved in developing a data-driven organizational culture.
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Japan's World Heritage Sites : Unique Culture, Unique Nature
Japan's World Heritage Sites presents the exquisite temples, shrines, gardens, castles and natural wonders found throughout Japan which have now been declared UNESCO World Heritage Sites.This new edition has more convenient size and includes many newly-designated UNESCO sites including:Christian Sites in Nagasaki that tell the extraordinary story of Japan's Christians who continued to practice their faith in secret under penalty of death during Japan's feudal eraMeiji Industrial Sites which tell of the nation's rapid modernization during the Meiji periodThe Munakata Shrine to seafaring deities on a forbidding islandThe Tomioka Silk Mill which became a leader in Japan's export driveThe National Museum of Western Art, an architectural gem designed by Le CorbusierJapan expert John Dougill personally traveled to each of these sites to research this book.He tells how his journey led him from the sub-Arctic island of Hokkaido to the sub-tropical islands of the Okinawan archipelago and beyond.Tag along as he describes each place in loving detail and talks about its special historical and cultural features, including: Mount Fuji, Japan's tallest and most sacred volcano.Located on Honshu Island near Tokyo, Mt. Fuji is considered the sacred center of Japan. Himeji Castle, a monument from Japan's long feudal history.Also known as Egret Castle, because it looks like a bird taking off in flight. Horu-ji Temple, the world's oldest surviving wooden structure—a center of Buddhist learning that still serves as a seminary and monasteryThe Hiroshima Peace Memorial or Atomic-Bomb Dome—one of the few structures to partially survive the atomic blast in 1945The Ogasawara Islands, a remote archipelago of over 30 islands including Iwo Jima, that is home to rare wildlife and spectacular scenery. Readers will learn how Japan became involved with the World Heritage Sites program back in 1993, the importance of these designations, and their popularity in Japan and abroad today.Whether you are planning to travel to Japan or just enjoy learning more about this history of this unique land, Japan's World Heritage Sites is sure to inspire.
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Data Sketches : A journey of imagination, exploration, and beautiful data visualizations
In Data Sketches, Nadieh Bremer and Shirley Wu document the deeply creative process behind 24 unique data visualization projects, and they combine this with powerful technical insights which reveal the mindset behind coding creatively.Exploring 12 different themes – from the Olympics to Presidents & Royals and from Movies to Myths & Legends – each pair of visualizations explores different technologies and forms, blurring the boundary between visualization as an exploratory tool and an artform in its own right.This beautiful book provides an intimate, behind-the-scenes account of all 24 projects and shares the authors’ personal notes and drafts every step of the way. The book features:Detailed information on data gathering, sketching, and coding data visualizations for the web, with screenshots of works-in-progress and reproductions from the authors’ notebooksNever-before-published technical write-ups, with beginner-friendly explanations of core data visualization conceptsPractical lessons based on the data and design challenges overcome during each projectFull-color pages, showcasing all 24 final data visualizationsThis book is perfect for anyone interested or working in data visualization and information design, and especially those who want to take their work to the next level and are inspired by unique and compelling data-driven storytelling.
Price: 39.99 £ | Shipping*: 0.00 £
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How can one forget culture and heritage?
One can forget culture and heritage by not actively engaging with it, by being disconnected from one's roots and community, and by prioritizing other aspects of life over preserving and celebrating one's cultural identity. This can happen through assimilation into a different culture, lack of exposure to one's own cultural traditions and practices, and a lack of interest in learning about one's heritage. Additionally, societal pressures and discrimination can also contribute to the erasure of one's culture and heritage.
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Is man a creature of nature or culture, or is culture the nature of man?
Man is a complex being influenced by both nature and culture. While humans are inherently part of the natural world, our behaviors, beliefs, and practices are largely shaped by the societies we live in. Culture can be seen as the nature of man in the sense that it is a fundamental aspect of human existence, shaping our identities and interactions with the world. Ultimately, the relationship between nature and culture is intertwined in shaping the essence of humanity.
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Is man a being of nature or culture, or is culture the nature of man?
Man is a being of both nature and culture. While humans are inherently a part of the natural world, our ability to create and participate in culture sets us apart from other species. Culture shapes our beliefs, behaviors, and interactions with the world, becoming an essential part of our identity. Therefore, culture can be seen as the nature of man, as it influences and defines our existence in profound ways.
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Which hobbies involve being outdoors in nature?
Hobbies that involve being outdoors in nature include hiking, birdwatching, gardening, camping, fishing, and photography. These activities allow individuals to connect with the natural world, breathe in fresh air, and enjoy the beauty of the outdoors. Engaging in these hobbies can also provide physical and mental health benefits, such as reducing stress and increasing physical activity.
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Data Sketches : A journey of imagination, exploration, and beautiful data visualizations
In Data Sketches, Nadieh Bremer and Shirley Wu document the deeply creative process behind 24 unique data visualization projects, and they combine this with powerful technical insights which reveal the mindset behind coding creatively.Exploring 12 different themes – from the Olympics to Presidents & Royals and from Movies to Myths & Legends – each pair of visualizations explores different technologies and forms, blurring the boundary between visualization as an exploratory tool and an artform in its own right.This beautiful book provides an intimate, behind-the-scenes account of all 24 projects and shares the authors’ personal notes and drafts every step of the way. The book features:Detailed information on data gathering, sketching, and coding data visualizations for the web, with screenshots of works-in-progress and reproductions from the authors’ notebooksNever-before-published technical write-ups, with beginner-friendly explanations of core data visualization conceptsPractical lessons based on the data and design challenges overcome during each projectFull-color pages, showcasing all 24 final data visualizationsThis book is perfect for anyone interested or working in data visualization and information design, and especially those who want to take their work to the next level and are inspired by unique and compelling data-driven storytelling.
Price: 105.00 £ | Shipping*: 0.00 £ -
Learning Data Science : Data Wrangling, Exploration, Visualization, and Modeling with Python
As an aspiring data scientist, you appreciate why organizations rely on data for important decisions—whether it's for companies designing websites, cities deciding how to improve services, or scientists discovering how to stop the spread of disease. And you want the skills required to distill a messy pile of data into actionable insights.We call this the data science lifecycle: the process of collecting, wrangling, analyzing, and drawing conclusions from data. Learning Data Science is the first book to cover foundational skills in both programming and statistics that encompass this entire lifecycle.It's aimed at those who wish to become data scientists or who already work with data scientists, and at data analysts who wish to cross the "technical/nontechnical" divide.If you have a basic knowledge of Python programming, you'll learn how to work with data using industry-standard tools like pandas. Refine a question of interest to one that can be studied with dataPursue data collection that may involve text processing, web scraping, etc. Glean valuable insights about data through data cleaning, exploration, and visualizationLearn how to use modeling to describe the dataGeneralize findings beyond the data
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Daphne Draws Data : A Storytelling with Data Adventure
With every stroke of her crayon, Daphne transforms numbers into stories, helping new friends solve their problems with the power of data! Daphne is not your ordinary dragon. She doesn't breathe fire—she breathes life into numbers, turning them into pictures that unravel mysteries, forge friendships, and save the day!From the imaginative mind of bestselling author Cole Nussbaumer Knaflic and the vibrant illustrations of John Skewes comes a story that will captivate kids and parents alike.Follow Daphne’s journey to distant lands, where numbers are heroes in disguise and her adventures teach the basics of graphs in a way that’s fun, interactive, and empowering. Young readers will be delighted by the endearing character of Daphne.They’ll be equally enchanted by her colorful companions, amazed by her clever lessons, and inspired to build their own analytical skills (STEM).Daphne’s story isn’t solely about data; it’s also about appreciating that everyone has their own special talents.It's about teamwork, creativity, and the beauty of seeing the world through a different lens. Dive into Daphne Draws Data and let your child draw their own conclusions, both on the page and in the world.This smart tale is perfect for bedtime stories, classroom reads, and fostering the next generation of curious minds and innovative thinkers.
Price: 16.99 £ | Shipping*: 3.99 £ -
The Enterprise Data Catalog : Improve Data Discovery, Ensure Data Governance, and Enable Innovation
Combing the web is simple, but how do you search for data at work?It's difficult and time-consuming, and can sometimes seem impossible.This book introduces a practical solution: the data catalog.Data analysts, data scientists, and data engineers will learn how to create true data discovery in their organizations, making the catalog a key enabler for data-driven innovation and data governance. Author Ole Olesen-Bagneux explains the benefits of implementing a data catalog.You'll learn how to organize data for your catalog, search for what you need, and manage data within the catalog.Written from a data management perspective and from a library and information science perspective, this book helps you:Learn what a data catalog is and how it can help your organizationOrganize data and its sources into domains and describe them with metadataSearch data using very simple-to-complex search techniques and learn to browse in domains, data lineage, and graphsManage the data in your company via a data catalogImplement a data catalog in a way that exactly matches the strategic priorities of your organizationUnderstand what the future has in store for data catalogs
Price: 52.99 £ | Shipping*: 0.00 £
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Is culture a form of nature?
Culture is not a form of nature, but rather a product of human society. While culture can be influenced by nature and the environment, it is distinct in that it is created, shared, and passed down through generations by humans. Nature refers to the physical world and natural phenomena, while culture encompasses the beliefs, customs, arts, and social behaviors of a particular group of people.
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What is better: Wolfsblut or Real Nature Wilderness dry food?
Both Wolfsblut and Real Nature Wilderness dry food are high-quality dog food options that offer a balanced diet for your pet. The choice between the two ultimately depends on your dog's specific dietary needs, preferences, and any potential allergies or sensitivities. It's important to carefully read the ingredients and nutritional information for each brand to determine which one is the best fit for your dog. Additionally, consulting with your veterinarian can help you make an informed decision based on your dog's individual needs.
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Do active mobile data consume data volume?
Yes, active mobile data does consume data volume. When your mobile data is turned on and you are using apps, browsing the internet, streaming videos, or downloading files, data is being consumed from your data plan. It is important to monitor your data usage to avoid exceeding your data limit and potentially incurring extra charges from your mobile service provider.
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Do activated mobile data consume data volume?
Yes, activated mobile data does consume data volume. When mobile data is turned on, it allows your device to connect to the internet using your cellular network, and any data used during this connection will be deducted from your data plan. Activities such as browsing the web, streaming videos, or using apps that require an internet connection will all consume data volume when mobile data is activated. It's important to monitor your data usage to avoid exceeding your plan's limits and incurring additional charges.
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