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Название: Mining Complex Networks Автор: Bogumił Kaminski, Paweł Prałat Издательство: CRC Press Год: 2022 Страниц: 278 Язык: английский Формат: pdf (true) Размер: 10.2 MB
This book concentrates on mining networks, a subfield within data science. Data science uses scientific and computational tools to extract valuable knowledge from large data sets. Once data is processed and cleaned, it is analyzed and presented to support decision-making processes. Data science and machine learning tools have become widely used in companies of all sizes. Networks are often large-scale, decentralized, and evolve dynamically over time. Mining complex networks aim to understand the principles governing the organization and the behavior of such networks is crucial for a broad range of fields of study. Here are a few selected typical applications of mining networks: Jupiter notebooks (in Python and Julia) accompany the book and can be accessed on site. |
Разместил: Ingvar16 12-11-2021, 12:31 | Комментарии: 0 | Подробнее
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Название: Multilevel and Longitudinal Modeling Using Stata, Fourth Edition, Volumes I and II Автор: Sophia Rabe-Hesketh, Anders Skrondal Издательство: Stata Press Год: 2022 Страниц: 1047 Язык: английский Формат: epub Размер: 30.2 MB
This book is a complete resource for learning to model data in which observations are grouped-whether nested data such as children nested in schools or repeated observations on the same individuals. Rabe-Hesketh and Skrondal introduce a variety of multilevel models for continuous, binary, count, and other outcomes. They also explain when each model is useful, how to fit and evaluate the model using Stata, and how to interpret the results. With this comprehensive coverage, researchers who need to apply multilevel models will find this book to be the perfect companion. It is also an excellent text for courses in multilevel modeling because it provides examples from a variety of disciplines as well as end-of-chapter exercises that allow students to practice newly learned material. |
Разместил: Ingvar16 11-11-2021, 17:43 | Комментарии: 0 | Подробнее
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Название: Advanced Soft Computing Techniques in Data Science, IoT and Cloud Computing Автор: Sujata Dash, Subhendu K. Pani Издательство: Springer Серия: Studies in Big Data Год: 2021 Страниц: 443 Язык: английский Формат: pdf (true) Размер: 12.5 MB
The new applications of soft computing can be regarded as an emerging field in computer science, automatic control engineering, medicine, biology application, natural environmental engineering, and pattern recognition. Now the exemplar model for soft computing is the human brain. However, recent advancements in representation soft computing algorithms (fuzzy logic, evolutionary computation, Machine Learning, and probabilistic reasoning) generate a more intelligent and robust system providing a human interpretable, low-cost, approximate solution. Soft computing-based algorithms have demonstrated great performance to a variety of areas including multimedia retrieval, fault tolerance, system modelling, network architecture, Web semantics, Big Data analytics, time series, biomedical and health informatics, etc. Soft computing approaches such as genetic programming (GP), support vector machine–firefly algorithm (SVM-FFA), artificial neural network (ANN), and support vector machine–wavelet (SVM–Wavelet) have emerged as powerful computational models. |
Разместил: Ingvar16 11-11-2021, 16:35 | Комментарии: 0 | Подробнее
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Название: Big Data Hadoop Interview Guide: Get answers to the most frequently asked questions in a Hadoop interview Автор: Vishwanathan Narayanan Издательство: BPB Publications Год: 2021 Страниц: 154 Язык: английский Формат: pdf, epub Размер: 10.2 MB
A power-packed guide with solutions to crack a Big data Hadoop Interview. This book prepares you for Big data interviews w.r.t. Hadoop system and its ecosystems such as HBase, Pig, Hive, Flume, Sqoop, and Spark. Over the last few years, there is a rise in demand for Big Data Scientists/Analysts throughout the globe. Data Analysis and Interpretation have become very important lately. This book is for anyone interested in big data. It is also useful for all jobseekers and freshers who wants to drive their career in the field of Big Data and Data Processing. |
Разместил: Ingvar16 10-11-2021, 20:08 | Комментарии: 0 | Подробнее
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Название: PowerPoint For Dummies, Office 2021 Edition Автор: Doug Lowe Издательство: For Dummies Год: 2022 Формат: PDF Страниц: 403 Размер: 46,4 Mb Язык: English
Make PowerPoint the most “power”ful weapon in your Office arsenal and captivate your audience Presentations are your opportunity to stand out from the crowd, impress your colleagues, and be the smartest person in the room. And upping your PowerPoint game is the key to making your next talk one to remember. But where do you start? Luckily, the trusted For Dummies series is here to help you put the umph back in your PowerPoint decks, one compelling slide at a time. Don’t worry if you’re completely new to PowerPoint, or even Microsoft Office in general. PowerPoint For Dummies, Office 2021 Edition quickly gets you up to speed on the basics of this world-famous presentation software, starting with understanding and using the interface. You’ll learn to create a new presentation from scratch, leverage free templates to accelerate the making of your next slide deck, and even import data from other applications. Already know the fundamentals? |
Разместил: vitvikvas 10-11-2021, 10:11 | Комментарии: 0 | Подробнее
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Название: The Data Protection Officer: Profession, Rules, and Role Автор: Paul Lambert Издательство: Auerbach Publications/CRC Press Год: 2017 Страниц: 394 Язык: английский Формат: pdf (true) Размер: 10.2 MB
The newly created position of the corporate data protection offcer (DPO) is empowered to ensure that the organization is compliant with all aspects of the new data protection regime. Organizations must now appoint and designate a DPO for the organization. The specific definitions and building blocks of the data protection regime are enhanced by the new General Data Protection Regulation and therefore the DPO will be very active in passing the message and requirements of the new data protection regime throughout the organization. This book explains the roles and responsiblies of the DPO, as well as highlights the potential cost of getting data protection wrong. |
Разместил: Ingvar16 8-11-2021, 17:16 | Комментарии: 0 | Подробнее
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Название: Linux with Operating System Concepts, 2nd Edition Автор: Richard Fox Издательство: CRC Press Год: 2022 Формат: PDF Страниц: 621 Размер: 25,4 Mb Язык: English
A True Textbook for an Introductory Course, System Administration Course, or a Combination Course Linux with Operating System Concepts merges conceptual operating system (OS) and Unix/Linux topics into one cohesive textbook for undergraduate students. The book can be used for a one- or two-semester course on Linux or Unix. It is complete with review sections, problems, definitions, and concepts. |
Разместил: vitvikvas 6-11-2021, 11:11 | Комментарии: 0 | Подробнее
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Название: Running ESXi on a Raspberry Pi Installing VMware ESXi on Raspberry Pi 4 to run Linux virtual machines Автор: Thomas Fenton, Patrick Kennedy Издательство: Apress Год: 2022 Страниц: 391 Язык: английский Формат: pdf (true) Размер: 26.8 MB
Gain foundational knowledge of ESXi technology and understand why it is such a dominant force in the datacenter. This book also looks beyond ESXi to other vSphere technologies, such as virtual machines (VMs), vMotion, and vCenter Server. Knowing how these technologies complement ESXi running on a Raspberry Pi will help you get the most out of ESXi on Arm technologies. This marks a significant change for ESXi, and has created new learning opportunities and use cases for both seasoned ESXi users and users completely new to the virtualization space. For those already familiar with ESXi but new to the Raspberry Pi, you’ll develop an in-depth understanding of this device and why it has become such a popular platform for technologists. |
Разместил: Ingvar16 5-11-2021, 16:26 | Комментарии: 0 | Подробнее
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Название: Risk Analytics: From Concept to Deployment, 2nd Edition Автор: Edward H K Ng Издательство: World Scientific Publishing Год: 2022 Страниц: 243 Язык: английский Формат: pdf (true) Размер: 10.1 MB
This book is written to empower risk professionals to turn analytics and models into deployable solutions with minimal IT intervention. Corporations, especially financial institutions, must show evidence of having quantified credit, market and operational risks. They have databases but automating the process to translate data into risk parameters remains a desire. Modelling is done using software with output codes not readily processed by databases. Readers will no doubt benefit tremendously in understanding the framework and processes involved in data warehousing and management, and the deployment of coding languages such as R, Python and SQL. Beyond just theories and concepts, readers will learn how to create solutions that can support planning and automated decision-making. |
Разместил: Ingvar16 5-11-2021, 03:13 | Комментарии: 0 | Подробнее
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Название: Physics of Data Science and Machine Learning Автор: Ijaz A. Rauf Издательство: CRC Press Год: 2022 Страниц: 211 Язык: английский Формат: pdf (true) Размер: 10.2 MB
Physics of Data Science and Machine Learning links fundamental concepts of physics to Data Science, Machine Learning and Artificial Intelligence for physicists looking to integrate these techniques into their work. This book is written explicitly for physicists, marrying quantum and statistical mechanics with modern data mining, Data Science, and Machine Learning. It also explains how to integrate these techniques into the design of experiments, whilst exploring neural networks and Machine Learning building on fundamental concepts of statistical and quantum mechanics. This book is a self-learning tool for physicists looking to learn how to utilize data science and Machine Learning in their research. It will also be of interest to computer scientists and applied mathematicians, alongside graduate students looking to understand the basic concepts and foundations of Data Science, Machine Learning, and Artificial Intelligence. |
Разместил: Ingvar16 4-11-2021, 15:26 | Комментарии: 0 | Подробнее
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