الصفحة 41
الصفحة 41
Data visualization and analysis in second language research
This introduction to visualization techniques and statistical models for second language research focuses on three types of data (continuous, binary, and scalar), helping readers to understand regression models fully and to apply them in their work. Garcia offers advanced coverage of Bayesian analysis, simulated data, exercises, implementable script code, and practical guidance on the latest R software packages.
Data science on the Google cloud platform : Implementing end-to-end real-time data pipelines : From ingest to machine learning
Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP. You'll work through a sample business decision by employing a variety of data science approaches. Follow along by building a data pipeline in your own project on GCP, and discover how to solve data science problems in a transformative and more collaborative way. Employ best practices in building highly scalable data and ML pipelines on Google Cloud Automate and schedule data ingest using Cloud Run Create and populate a dashboard in Data Studio Build a real-time analytics pipeline using Pub/Sub, Dataflow, and BigQuery Conduct interactive data exploration with BigQuery Create a Bayesian model with Spark on Cloud Dataproc Forecast time series and do anomaly detection with BigQuery ML Aggregate within time windows with Dataflow Train explainable machine learning models with Vertex AI Operationalize ML with Vertex AI Pipelines
Data Science for Civil Engineering : A Beginner's Guide
Explains use of data science-based techniques for modeling and providing optimal solutions to complex problems in civil engineering. It discusses civil engineering problems like air, water and land pollution, climate crisis, transportation infrastructures, traffic and travel modes, mobility services, and so forth. Divided into two sections, the first one deals with the basics of data science and essential mathematics while the second section covers pertinent applications in structural and environmental engineering, construction management, and transportation.
Data Monitoring in Clinical Trials : A Case Studies Approach
Randomized clinical trials are the gold standard for establishing many clinical practice guidelines and are central to evidence based medicine. Obtaining the best evidence through clinical trials must be done within the boundaries of rigorous science and ethical principles. One fundamental principle is that trials should not continue longer than necessary to reach their objectives. Therefore, trials must be monitored for recruitment progress, quality of data, adherence to patient care or prevention standards, and early evidence of benefit or harm. Frequently, a group of external experts, independent from the investigators and trial sponsor, is charged with this monitoring responsibility, especially for safety and early benefit. This group is referred to by various names, such as a data monitoring committee or a data and safety monitoring board. This book, through a series of case studies presented by many distinguished clinical trial experts, illustrates the complexity of this monitoring process.No other text has as extensive a collection of cases which provide insight into the many issues, often conflicting, that must be examined before recommendations to continue or discontinue a trial can be made. While depth in statistical methods is not required, some familiarity with statistical design and analysis issues in clinical trials is helpful. The cases cover trials which were terminated early for convincing evidence of benefit, or for harmful effects. Cases with complex issues are also included. This series of cases should provide broad background information for potential monitoring committee members and better prepare them for the challenges that may exist in the trials for which they are responsible.
Data Mining : A Knowledge Discovery Approach
This book on data mining details the unique steps of the knowledge discovery process that prescribe the sequence in which data mining projects should be performed. Data Mining offers an authoritative treatment of all development phases from problem and data understanding through data preprocessing to deployment of the results. This knowledge discovery approach is what distinguishes this book from other texts in the area. It concentrates on data preparation, clustering and association rule learning (required for processing unsupervised data), decision trees, rule induction algorithms, neural networks, and many other data mining methods, focusing predominantly on those which have proven successful in data mining projects.
Data Analysis, Machine Learning and Applications ; Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7–9, 2007
This volume contains the revised versions of selected papers in the field of data analysis, machine learning and applications presented during the 31st Annual Conference of the German Classification Society (Gesellschaft für Klassifikation - GfKl).
Data Algorithms with Spark
Apache Spark's speed, ease of use, sophisticated analytics, and multilanguage support makes practical knowledge of this cluster-computing framework a required skill for data engineers and data scientists. With this hands-on guide, anyone looking for an introduction to Spark will learn practical algorithms and examples using PySpark. you will: Learn how to select Spark transformations for optimized solutions Explore powerful transformations and reductions including reduceByKey(), combineByKey(), and mapPartitions() Understand data partitioning for optimized queries Build and apply a model using PySpark design patterns Apply motif-finding algorithms to graph data Analyze graph data by using the GraphFrames API Apply PySpark algorithms to clinical and genomics data Learn how to use and apply feature engineering in ML algorithms Understand and use practical and pragmatic data design patterns
Cytokines in the Genesis and Treatment of Cancer
Cytokines in the Genesis and Treatment of Cancer provides a comprehensive picture of the dual role of host responses in promoting and inhibiting tumor progression. This volume represents an important investigation into the emerging intersection of cancer biology and cancer immunology. Divided into four sections, the volume’s first three parts focus on cytokines in the genesis of cancer. The final section describes the notable progress — both in animal models and humans — in demonstrating the use of cytokine or anticytokine therapies for the prevention and treatment of cancer. Cytokines in the Genesis and Treatment of Cancer brings together an impressive array of internationally distinguished investigators who are devoted to the study of cytokines and cancer. Together, they produce an insightful, comprehensive discussion of cytokines and cancer that will serve as the perfect reference for all those working in the field.
Cutting Tool Technology : Industrial Handbook
Cutting Tool Technology provides a comprehensive guide to the latest developments in the use of cutting tool technology. The book covers new machining and tooling topics such as high-speed and hard-part machining, near-dry and dry-machining strategies, multi-functional tooling, ‘diamond-like’ and ‘atomically-modified’ coatings, plus many others.
Customer success management : Helping business customers achieve their goals
Provides a clear understanding of CSM for practitioners based on comprehensibly prepared knowledge from practical and scientific resources. the book can be used as a practical guide to learn about CSM process and the roles, necessary capabilities, and expectations toward customer success managers. furthermore, it also shows how CSM differs from and, at the same time, relates to existing customer-related management concepts such as value-based selling, key account management and customer relationship management.
Customer relationship management : Concept, strategy, and tools, 3rd
Presents an extensive discussion of the strategic and tactical aspects of customer relationship management as we know it today. It helps readers obtain a comprehensive grasp of CRM strategy, concepts and tools and provides all the necessary steps in managing profitable customer relationships. Throughout, the book stresses a clear understanding of economic customer value as the guiding concept for marketing decisions. Exhaustive case studies, mini cases and real-world illustrations under the title “CRM at Work” all ensure that the material is both highly accessible and applicable, and help to address key managerial issues, stimulate thinking, and encourage problem solving.
Current trends in orthodontics
Explores current trends in orthodontics. It covers a broad range of topics over four sections: “Current Evidence on Tooth Movement,” “Digitization and Workflow,” “Orthodontics Techniques and Trends,” and “Early Treatment”.
Current Debates in Global Justice
The papers collected in this volume represent some of the finest recent work by political philosophers and political theorists in the area of global justice. Covering both theoretical and applied issues, these papers are distinguished by their exceptional quality. Moreover, they give the reader a sense both of the scope of the field as it is currently emerging and the direction that the debates seem to be taking. This anthology is essential reading for anyone serious about understanding the current pressing issues in Global Justice Studies.
Culture history and convergent evolution : Can we detect populations in prehistory?
This volume brings together diverse contributions from leading archaeologists and paleoanthropologists, covering various spatial and temporal periods to distinguish convergent evolution from cultural transmission in order to see if we can discover ancient human populations. With a focus on lithic technology, analyzes ancient materials and cultures to systematically explore the theoretical and physical aspects of culture, convergence, and populations in human evolution and prehistory. will be of interest to academics, students and researchers in archaeology, paleoanthropology, genetics, and paleontology.
Cultural Linguistics and World Englishes
This book investigates the study of World Englishes from the perspective of Cultural Linguistics, a theoretical and analytical framework for cultural cognition, cultural conceptualisations and language that employs and expands on the analytical tools and theoretical advancements in a number of disciplines, including cognitive psychology/science, anthropology, distributed cognition, and complexity science.
CSS Mastery : Advanced Web Standards Solutions
This book is your indispensable guide to cutting-edge CSS development—all you need to work your way up to CSS professional. While CSS is a relatively simple technology to learn, it is a difficult one to master. When you first start developing sites using CSS, you will come across all kinds of infuriating browser bugs and inconsistencies. It sometimes feels like there are a million and one different techniques to master, spread across a bewildering array of websites. The range of possibilities seems endless and makes for a steep and daunting learning curve. It begins with a brief recap of CSS fundamentals such as the importance of meaningful markup, how to structure and maintain your code, and how the CSS layout model really works.
Crystalline cellulose and derivatives : Characterization and structures
Constitutes a valuable, concise and up-to-date guide for the materials and life science community interested in cellulose and related materials. Reliable crystal structures of all cellulose polymorphs and cellulose derivatives determined are critically reviewed and discussed. Models are represented in graphs together with a collection of geometrical data as well as the atomic coordinates for further use. The background for fiber diffraction, computer-aided modeling and spectroscopic investigations is briefly introduced and also included are the necessary molecular data from oligosaccharides as a basis for structure evaluations. X-ray diffraction patterns and spectroscopic diagrams are presented as references to characterize cellulosic materials and to serve as fingerprint tools for the exploration of unknown specimens of cell walls and of industrially processed films and fibers as well as solid-state materials.
Crossroads of Entrepreneurship
Crossroads of Entrepreneurship presents works from scholars belonging to a number of different disciplines - business history, economics, sociology and management - and addresses a cross section of issues in the entrepreneurship field. Contributions are arranged in different sections, emphasizing dialogue across disciplines and paradigms, rather than boundaries between them. The first section of the work is a compilation of papers that trace the historical roots of study in entrepreneurship in different disciplinary domains, and highlight the fundamental issues addressed by past research. A second section gathers empirical studies adopting various methods and investigating different aspects of entrepreneurial action. The third section collects contributions investigating the development of entrepreneurship in different national settings. The work reveals a convergence of issues and interests, despite paradigmatic differences, and the potential benefits of more intense conversation across disciplines.
Cross-linguistic Variation in Sentence Processing : Evidence From R C Attachment Preferences in Greek
This book argues in favour of cross-linguistic variation in sentence processing by providing empirical data from ambiguity resolution in Greek as L1 and L2. It is maintained that in highly inflected languages, like Greek, initial parsing decisions are determined by the interaction of morphological and lexical cues rather than by universal parsing principles. During the initial parse, discourse-level information is constrained by lexical considerations, which indicates that the human sentence processor is a multi-stage mechanism.
Cross-Business Synergies : A Typology of Cross-Business Synergies and a Mid-range Theory of Continuous Growth Synergy Realization
Sebastian Knoll investigates what cross-business synergies actually are and how they are realized successfully. In a first step, a theory-based typology of cross-business synergies is developed and two new types of synergies are conceptualized: (1) Growth synergies, i.e. profitable growth advantages from recombining complementary operative resources across businesses, and (2) corporate management synergies, i.e. performance advantages from leveraging corporate management capabilities across businesses. In a second step, the author focuses on growth synergies and inducts a framework for their continuous realization from a longitudinal in-depth single case study. He suggests that the successful realization of growth synergies is associated with a selective focus on specific growth opportunities, decentralized cross-business collaboration that motivates productive business unit self-interest, and a corporate management approach that guides and balances this self-interest in an evolutionary fashion.
