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Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you’ll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This expanded second edition—updated for Cassandra 3.0—provides the technical details and practical examples you need to put this database to work in a production environment. Authors Jeff Carpenter and Eben Hewitt demonstrate the advantages of Cassandra’s non-relational design, with special attention to data modeling. If you’re a developer, DBA, or application architect looking to solve a database scaling issue or future-proof your application, this guide helps you harness Cassandra’s speed and flexibility. Understand Cassandra’s distributed and decentralized structure Use the Cassandra Query Language (CQL) and cqlsh—the CQL shell Create a working data model and compare it with an equivalent relational model Develop sample applications using client drivers for languages including Java, Python, and Node.js Explore cluster topology and learn how nodes exchange data Maintain a high level of performance in your cluster Deploy Cassandra on site, in the Cloud, or with Docker Integrate Cassandra with Spark, Hadoop, Elasticsearch, Solr, and Lucene
Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you’ll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This third edition—updated for Cassandra 4.0—provides the technical details and practical examples you need to put this database to work in a production environment. Authors Jeff Carpenter and Eben Hewitt demonstrate the advantages of Cassandra’s nonrelational design, with special attention to data modeling. If you’re a developer, DBA, or application architect looking to solve a database scaling issue or future-proof your application, this guide helps you harness Cassandra’s speed and flexibility. Understand Cassandra’s distributed and decentralized structure Use the Cassandra Query Language (CQL) and cqlsh—the CQL shell Create a working data model and compare it with an equivalent relational model Develop sample applications using client drivers for languages including Java, Python, and Node.js Explore cluster topology and learn how nodes exchange data
In this issue, psychometrics researchers were invited to make reanalyses or extensions of a previously published dataset from a recent paper by Myszkowski and Storme (2018). The dataset analyzed consisted of responses to a multiple-choice logical reasoning nonverbal test, comprising the last series of Raven’s (1941) Standard Progressive Matrices. Although the original paper already proposed several modeling strategies, this issue presents new or improved procedures to study the psychometrics properties of tests of this type.
Build fast and effective applications using Masonite, a Python-based framework. This book covers creating a digital home assistant application, but it’s certainly not the only kind of application you could build. By working on this kind of project, you’ll cover the broad range of topics and requirements you’re likely to find as you establish your own web empire. You’ll see how Masonite is a developer-centric Python framework, which provides all the tools you’ll need to build powerful and maintainable web applications. After reading and using this book, you'll have the tools to make and deploy your own web ecommerce application from scratch using the Masonite framework. What You Will Learn Customize your request and response cycle with middleware, route groups, and headers Add security into your application and protect against possible vulnerabilities Create and control your application’s maintenance features from a terminal Manage a database, so your teammates and environments will always be in sync Represent relational database data with object-oriented programming techniques Read and write from the file system Process large datasets and slow operations in the background Add real-time features and recurring tasks to your application Who This Book Is For Web developers new to the Masonite framework. Some prior Python experience is helpful but is not required.
Now in a revised and updated fourth edition, this trusted text and professional resource provides a developmental framework for clinical practice. The authors examine how children's trajectories are shaped by transactions among family relationships, brain development, and the social environment. Risk and resilience factors in each of these domains are highlighted. Covering infancy, toddlerhood, the preschool years, and middle childhood, the text explores how children of different ages typically behave, think, and relate to others. Developmentally informed approaches to assessment and intervention are illustrated by vivid case examples. Observation exercises and quick-reference summaries of each developmental stage facilitate learning. New to This Edition *Incorporates a decade's worth of advances in knowledge about attachment, neurodevelopment, developmental psychopathology, intervention science, and more. *Toddler, preschool, and school-age development are each covered in two succinct chapters rather than one, making the book more student friendly. *Updated throughout by new coauthor Michael F. Troy, while retaining Douglas Davies's conceptual lens and engaging style.
The book Guide to RRB Junior Engineer Stage I Online Exam - 2nd Edition has been prepared as per the latest pattern and notification. 1. The book is divided into 4 sections: General Intelligence & Reasoning, General Awareness, General Science and Mathematics. 2. Each section is further divided into chapters which contains theory explaining the concepts involved followed by MCQ exercises. 3. The book provides the past 2014, 2015 & 2019 Solved Papers. 4. The detailed solutions to all the questions are provided at the end of each chapter. 5. The General Science section provides material for Physics, Chemistry and Biology till class 10.
This book introduces remotely sensed image processing for urban areas using optical and synthetic aperture radar (SAR) data and assists students, researchers, and remote sensing practitioners who are interested in land cover mapping using such data. There are many introductory and advanced books on optical and SAR remote sensing image processing, but most of them do not serve as good practical guides. However, this book is designed as a practical guide and a hands-on workbook, where users can explore data and methods to improve their land cover mapping skills for urban areas. Although there are many freely available earth observation data, the focus is on land cover mapping using Sentinel-1 C-band SAR and Sentinel-2 data. All remotely sensed image processing and classification procedures are based on open-source software applications such QGIS and R as well as cloud-based platforms such as Google Earth Engine (GEE). The book is organized into six chapters. Chapter 1 introduces geospatial machine learning, and Chapter 2 covers exploratory image analysis and transformation. Chapters 3 and 4 focus on mapping urban land cover using multi-seasonal Sentinel-2 imagery and multi-seasonal Sentinel-1 imagery, respectively. Chapter 5 discusses mapping urban land cover using multi-seasonal Sentinel-1 and Sentinel-2 imagery as well as other derived data such as spectral and texture indices. Chapter 6 concludes the book with land cover classification accuracy assessment.
Proven, 100% Practical Guidance for Making Scrum and Agile Work in Any Organization This is the definitive, realistic, actionable guide to starting fast with Scrum and agile-and then succeeding over the long haul. Leading agile consultant and practitioner Mike Cohn presents detailed recommendations, powerful tips, and real-world case studies drawn from his unparalleled experience helping hundreds of software organizations make Scrum and agile work. Succeeding with Agile is for pragmatic software professionals who want real answers to the most difficult challenges they face in implementing Scrum. Cohn covers every facet of the transition: getting started, helping individuals transition to new roles, structuring teams, scaling up, working with a distributed team, and finally, implementing effective metrics and continuous improvement. Throughout, Cohn presents "Things to Try Now" sections based on his most successful advice. Complementary "Objection" sections reproduce typical conversations with those resisting change and offer practical guidance for addressing their concerns. Coverage includes Practical ways to get started immediately-and "get good" fast Overcoming individual resistance to the changes Scrum requires Staffing Scrum projects and building effective teams Establishing "improvement communities" of people who are passionate about driving change Choosing which agile technical practices to use or experiment with Leading self-organizing teams Making the most of Scrum sprints, planning, and quality techniques Scaling Scrum to distributed, multiteam projects Using Scrum on projects with complex sequential processes or challenging compliance and governance requirements Understanding Scrum's impact on HR, facilities, and project management Whether you've completed a few sprints or multiple agile projects and whatever your role-manager, developer, coach, ScrumMaster, product owner, analyst, team lead, or project lead-this book will help you succeed with your very next project. Then, it will help you go much further: It will help you transform your entire development organization.
This book explains the best practices of the UNCTAD & WTO for trade analysis to the R users community. It shows how to replicate the UNCTAD & WTO's Stata codes in the Practical Guide to Trade Policy Analysis by using R. Applications and exercises are chosen from the Practical Guide to Trade Policy Analysis and explain how to implement the codes in R. This books targets readers with a basic knowledge of R. It is particularly suitable for Stata users. This edition has been updated and expanded to include updated R code and visualization tools.