Products related to Challenges:
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Data Science and Data Analytics : Opportunities and Challenges
Data science is a multi-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured (labeled) and unstructured (unlabeled) data.It is the future of Artificial Intelligence (AI) and a necessity of the future to make things easier and more productive.In simple terms, data science is the discovery of data or uncovering hidden patterns (such as complex behaviors, trends, and inferences) from data.Moreover, Big Data analytics/data analytics are the analysis mechanisms used in data science by data scientists.Several tools, such as Hadoop, R, etc., are used to analyze this large amount of data to predict valuable information and for decision-making.Note that structured data can be easily analyzed by efficient (available) business intelligence tools, while most of the data (80% of data by 2020) is in an unstructured form that requires advanced analytics tools.But while analyzing this data, we face several concerns, such as complexity, scalability, privacy leaks, and trust issues. Data science helps us to extract meaningful information or insights from unstructured or complex or large amounts of data (available or stored virtually in the cloud).Data Science and Data Analytics: Opportunities and Challenges covers all possible areas, applications with arising serious concerns, and challenges in this emerging field in detail with a comparative analysis/taxonomy. FEATURES Gives the concept of data science, tools, and algorithms that exist for many useful applications Provides many challenges and opportunities in data science and data analytics that help researchers to identify research gaps or problems Identifies many areas and uses of data science in the smart era Applies data science to agriculture, healthcare, graph mining, education, security, etc. Academicians, data scientists, and stockbrokers from industry/business will find this book useful for designing optimal strategies to enhance their firm’s productivity.
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Challenges and Applications of Data Analytics in Social Perspectives
With exponentially increasing amounts of data accumulating in real-time, there is no reason why one should not turn data into a competitive advantage.While machine learning, driven by advancements in artificial intelligence, has made great strides, it has not been able to surpass a number of challenges that still prevail in the way of better success.Such limitations as the lack of better methods, deeper understanding of problems, and advanced tools are hindering progress. Challenges and Applications of Data Analytics in Social Perspectives provides innovative insights into the prevailing challenges in data analytics and its application on social media and focuses on various machine learning and deep learning techniques in improving practice and research.The content within this publication examines topics that include collaborative filtering, data visualization, and edge computing.It provides research ideal for data scientists, data analysts, IT specialists, website designers, e-commerce professionals, government officials, software engineers, social media analysts, industry professionals, academicians, researchers, and students.
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The Vehicle Routing Problem: Latest Advances and New Challenges
Theoretical research and practical applications in the ?eld of vehicle routing started in 1959 with the truck dispatching problem posed by Dantzig and Ramser [1]: ?nd the “. . . optimum routing of a ?eet of gasoline delivery trucks between a bulk terminal and a large number of service stations supplied by the terminal. ” Using a method based on a linear programming formulation, their hand calculations produced a near-optimal solution with four routes to aproblemwithtwelve service stations.The authorsproclaimed:“Nopractical applications of the method have been made as yet. ” In the nearly 50 years since the Dantzig and Ramser paper appeared, work in the ?eld has exploded dramatically.Today, a Google Scholar search of the words vehicle routing problem (VRP) yields more than 21,700 entries.The June 2006 issue of OR/MS Today provided a survey of 17 vendors of commercial routing software whose packages are currently capable of solving average-size problems with 1,000 stops, 50 routes, and two-hour hard-time windows in two to ten minutes [2].In practice, vehicle routing may be the single biggest success story in operations research.For example, each day 103,500 drivers at UPS follow computer-generated routes.The drivers visit 7. 9 million customers and handle an average of 15. 6 million packages [3].
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University Challenges
A laugh-out-loud, nostalgic and heart-warming novel about the ups and downs of life at a fictional Yorkshire university, perfect for fans of James Herriot and Tom Sharpe. York, 1989. Beginning his second year as a tutor at the University of Eboracum, Dr Tom Frith is surprised to be paired as a ‘buddy tutor’ for a new member of staff.At first, Dr Rosie Tremaine appears staunchly independent, and even standoffish.But as Rosie and Tom navigate the trials and tribulations of life on campus, they soon become firm friends. Whether they’re investigating the shady practices of the new bursar or chasing down a rogue student suspected of being a Peeping Tom, university life is always full of surprises. Off campus, the whole faculty must rally together to support a colleague through a difficult time, while Tom has an important question for his girlfriend, Inger . . . *Readers love Jack Sheffield!'It’s like a big comfort blanket . . . I could read Jack’s books all day every day!' *****'The descriptions of York and surrounding areas are wonderful, the characters easy to emphasise with and it provides a touch of nostalgia from times not so long past' *****'Another wonderful tale by Jack Sheffield . . . I look forward to the next book in this series' *****'Wry observation and heartwarming humour in equal measure' - Alan Titchmarsh'Jack Sheffield is certainly top of the class with this heart-warming and feel-good series' - Western Morning News'Reliably entertaining' - Choice
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What is spatial visualization ability?
Spatial visualization ability refers to the capacity to mentally manipulate and comprehend spatial relationships between objects. Individuals with strong spatial visualization skills can easily visualize and understand how objects relate to each other in space, such as rotating or manipulating shapes in their mind. This ability is crucial in various fields such as engineering, architecture, and mathematics, as it allows individuals to solve complex problems and understand spatial concepts more effectively. Improving spatial visualization ability can enhance problem-solving skills and overall cognitive performance.
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'Promotes or challenges?'
The media can both promote and challenge societal norms and values. On one hand, the media has the power to promote positive messages and values, such as diversity, equality, and social justice. On the other hand, the media can also challenge existing norms by highlighting injustices, inequalities, and controversial issues. Ultimately, the media's influence on promoting or challenging societal norms depends on the content it produces and the perspectives it chooses to amplify.
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Is spatial visualization important for engineers?
Yes, spatial visualization is important for engineers as it allows them to mentally manipulate and understand complex 3D objects and structures. Engineers often need to design and analyze various components and systems, and spatial visualization skills help them to conceptualize and communicate their ideas effectively. Whether it's designing a new product, creating blueprints for a building, or solving complex problems, spatial visualization is a crucial skill that allows engineers to think critically and innovate in their field.
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What are drawing challenges?
Drawing challenges are prompts or themes that encourage artists to create artwork based on a specific topic or idea. These challenges can vary in length and complexity, from daily prompts to weekly themes. They are a fun way for artists to push themselves creatively, practice their skills, and connect with other artists in the community. Drawing challenges can help artists overcome creative blocks, improve their drawing abilities, and inspire new ideas for their work.
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Biotech Challenges
The evolution of genome’s modification by genetic engineering was characterized by a major technological breakthrough with the discovery of CRISPR in 2012.A distinction is now made between first-generation biotechnologies developed in the 20th century and current second-generation biotechnologies, NGT or New Genomic Techniques, including genome editing.How do we consider these genomic modifications compared to those that occur spontaneously in nature?What are the applications of these techniques in the fields of plants, animals, and human health?What prospects in terms of development and independence for countries and at least what regulations are in force on the different continents?The book questions what GMOs are, genome editing products and the place of genomic transformations today and tomorrow in our societies.It tries to give some geostrategic and regulatory benchmarks on biotech products in order to better understand the current issues.
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Warstride Challenges
Blast hordes of demons at lightning speed in bloody gunfights, and race against the clock to overcome everything that comes your way! Die and retry to get th...
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Challenges in Arbitration
This brand new work considers all elements of challenge to an arbitration under the 1996 Act and also under important institutional rules such as LCIA and in areas such as oil and gas disputes.It deals with challenges to an arbitrator, to the enforcement of an award, and how the courts are involved in the arbitration process as a whole.
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China's Environmental Challenges
China’s huge environmental challenges affect not only the health and well-being of China but the very future of the planet.In this fully revised and updated third edition of her acclaimed book, noted scholar of Chinese environmentalism Judith Shapiro explores China’s struggle to achieve the ‘ecological civilization’ championed by Xi Jinping since 2017. Drawing on six core analytical concepts - globalization, governance, national identity, civil society, environmental justice, and extractivism - Shapiro ably demonstrates the multifaceted and complex nature of this struggle.China’s precipitous economic growth has carried a heavy cost in air and water pollution, soil contamination, and loss of habitat for the biodiversity upon which human life depends.But its quest for sustainability has been further hampered by authoritarian governance patterns, soaring middle class consumption, the need to provide employment and safety nets for a population of more than one billion, and a manufacturing sector thirsty to secure global resources and sell to new markets. Transformation to a more sustainable development model is still possible.But, as Shapiro persuasively argues, this will require humility, creativity, and a rejection of business as usual.China – and the planet – are at a pivotal moment.
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What are overnight challenges?
Overnight challenges are activities or tasks that individuals undertake that last throughout the night. These challenges often involve staying awake, completing certain tasks, or facing specific obstacles for an extended period of time. Participants may engage in overnight challenges for entertainment, personal growth, or to test their endurance and resilience. These challenges can vary in intensity and can be done alone or with a group of people.
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What are Minecraft challenges?
Minecraft challenges are specific tasks or goals that players set for themselves to complete within the game. These challenges can range from building elaborate structures, surviving in harsh environments, defeating powerful enemies, or completing tasks within a certain time limit. They add an extra layer of difficulty and excitement to the game, pushing players to think creatively and strategically to overcome obstacles and achieve their objectives. Players can create their own challenges or participate in community-created challenges to test their skills and enhance their gameplay experience.
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What are survival challenges?
Survival challenges are obstacles or difficulties that individuals or groups face in order to stay alive in harsh or dangerous environments. These challenges can include finding food and water, building shelter, protecting oneself from predators, and navigating through unfamiliar terrain. Overcoming survival challenges often requires resourcefulness, adaptability, and physical and mental strength.
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Can one improve their spatial visualization skills?
Yes, it is possible to improve spatial visualization skills through practice and training. Engaging in activities such as puzzles, building models, and playing spatial reasoning games can help develop these skills. Additionally, practicing mental rotation exercises and regularly challenging oneself with spatial tasks can also contribute to improvement. With consistent effort and dedication, individuals can enhance their spatial visualization abilities over time.
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