software engineering for data scientists catherine nelson
Software Engineering for Data Scientists - Catherine Nelson
This practical book bridges the gap between data science and software engineering, clearly explaining how to apply the best practices from software engineering to data science.
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SQL for Data Scientists - Renee M. P. Teate
Jump-start your career as a data scientist—learn to develop datasets for exploration, analysis, and machine learning SQL for Data Scientists: A Beginner's Guide for Building Datasets for Analysis is a resource that’s dedicated to the Structured Query Language (SQL) and dataset design skills that data scientists use most. Aspiring data scientists will learn how to how to construct datasets for exploration, analysis, and machine learning. You can also discover how to approach query design and develop SQL code to extract data insights while avoiding common pitfalls. You may be one of many people who are entering the field of Data Science from a range of professions and educational backgrounds, such as business analytics, social science, physics, economics, and computer science. Like many of them, you may have conducted analyses using spreadsheets as data sources, but never retrieved and engineered datasets from a relational database using SQL, which is a programming language designed for managing databases and extracting data. This guide for data scientists differs from other instructional guides on the subject. It doesn’t cover SQL broadly. Instead, you’ll learn the subset of SQL skills that data analysts and data scientists use frequently. You’ll also gain practical advice and direction on ... Unknown localization key: "more"
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Practical Statistics for Data Scientists - Peter Bruce, Andrew Bruce, Peter Gedeck
Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not.Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you're familiar with the R or Python programming languages and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format.With this book, you'll learn:Why exploratory data analysis is a key preliminary step in data scienceHow random sampling can reduce bias and yield a higher-quality dataset, even with big dataHow the principles of experimental design yield definitive answers to questionsHow to use regression to estimate outcomes and detect anomaliesKey classification techniques for predicting which categories a record belongs toStatistical machine learning methods that "learn" from dataUnsupervised learning methods for extracting meaning from unlabeled data
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A Concise Introduction to Software Engineering - Pankaj Jalote
Software engineering has changed: A software project today is likely to use large language models (LLMs) for some tasks and will employ some open-source software. It is therefore important to integrate open source and use of LLMs in teaching software engineering – a key goal of this textbook.This reader-friendly textbook/reference introduces a carefully curated set of concepts and practices essential for key tasks in software projects. It begins with a chapter covering industry-standard software, open-source tools, and the basics of prompt engineering for LLMs. The second chapter delves into project management, including development process models, planning, and team-working. Subsequent chapters focus on requirements analysis and specification, architecture design, software design, coding, testing, and application deployment.Each chapter presents concepts, practical methods, examples, the application of LLMs, and the role of open-source software. A companion website provides some comprehensive case studies, as well as teaching material including presentation slides.This textbook is ideal for an introductory course on software engineering where the objective is to develop knowledge and skills to execute a project—specifically in a team employing contemporary software engineering practices and using open source and LLMs. It is also suitable for professionals who want to be introduced to the systematic approach of ... Unknown localization key: "more"
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Engineering Software Products: An Introduction to Modern Software Engineering, Global Edition - Ian Sommerville
For one-semester courses in software engineering. Introduces software engineering techniques for developing software products and apps With Engineering Software Products, author Ian Sommerville takes a unique approach to teaching software engineering and focuses on the type of software products and apps that are familiar to students, rather than focusing on project-based techniques. Written in an informal style, this book focuses on software engineering techniques that are relevant for software product engineering. Topics covered include personas and scenarios, cloud-based software, microservices, security and privacy and DevOps. The text is designed for students taking their first course in software engineering with experience in programming using a modern programming language such as Java, Python or Ruby.
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Essentials of Software Engineering - Barbara Bernal, Orlando Karam, Frank Tsui
Written for the undergraduate, Essentials of Software Engineering provides students with a systematic engineering approach to software engineering principles and methodologies. Comprehensive yet concise, the new edition covers some of the latest improvements in technology and tools, while reducing areas that are becoming less relevant. In-depth coverage of key issues, combined with a strong focus on software quality, makes Essentials of Software Engineering the perfect text for students entering the fast-growing and lucrative field of software development. The text includes thorough overviews of programming concepts, system analysis and design, principles of software engineering, development and support processes, methodologies, software testing, quality assurance, and product management, while incorporating real-world examples throughout. Key Features:- Presents a broad coverage of the software engineering field that lends itself well to an introductory course. - Clearly differentiates and explains software engineering from the subtopics of software processes, software development, and software management. - Expanded coverage of continuous integration and Agile methodologies. - New coverage of contemporary design and development ideas, including SOA, microservices, virtualization, and containerization.
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Beginning Software Engineering - Rod Stephens
Discover the foundations of software engineering with this easy and intuitive guide In the newly updated second edition of Beginning Software Engineering, expert programmer and tech educator Rod Stephens delivers an instructive and intuitive introduction to the fundamentals of software engineering. In the book, you’ll learn to create well-constructed software applications that meet the needs of users while developing the practical, hands-on skills needed to build robust, efficient, and reliable software. The author skips the unnecessary jargon and sticks to simple and straightforward English to help you understand the concepts and ideas discussed within. He also offers you real-world tested methods you can apply to any programming language. You’ll also get: Practical tips for preparing for programming job interviews, which often include questions about software engineering practicesA no-nonsense guide to requirements gathering, system modeling, design, implementation, testing, and debuggingBrand-new coverage of user interface design, algorithms, and programming language choicesBeginning Software Engineering doesn’t assume any experience with programming, development, or management. It’s plentiful figures and graphics help to explain the foundational concepts and every chapter offers several case examples, Try It Out, and How It Works explanatory sections. For anyone interested in a new career in software development, or simply curious ... Unknown localization key: "more"
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Software Engineering, Global Edition - Ian Sommerville
Understand the fundamental practices of modern software engineering. Software Engineering, 10th Edition, Global Edition, by Ian Sommerville, provides you with a solid introduction to the crucial subject of software programming and development. As computer systems have come to dominate our technical growth in recent years, they have also come to permeate the foundations of the world''s major industries. This text lays out the fundamental concepts of this vast, constantly growing subject area in a clear and comprehensive manner. The book aims to teach you, the innovators of tomorrow, how to create software that will make our world a better, safer, and more advanced place to live. Sommerville''s experience in system dependability and systems engineering guides you through the text using a traditional, plan-based approach that also incorporates novel agile methods. This 10th edition contains new information that highlight various technological updates in recent years, providing you with highly relevant and current information. With new case studies and updated chapters on topics like service-oriented software, this edition ensures your studies keep pace with today''s business world. Incorporating an updated structure and a host of learning features to enhance your studies, this text contains all the tools you need to excel.
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Think Like a Software Engineering Manager - Akanksha Gupta
Unlock your full potential as an effective, efficient, and inspiring leader, and be the software engineering manager that your team deserves! Think Like a Software Engineering Manager is full of all the skills you''ll need to thrive in software leadership, including: People and performance management Empathy and feedback Delegation and learning to let go Hiring amazing engineers and handling attrition Collaborating with cross-functional partners Managing expectations at all levels Implementing DevOps Time and change management About the technology A superb software engineering manager needs to wear many hats: amazing communicator, effective decision maker, thoughtful mentor, and, of course, technical expert. This book helps you build your strengths and shore up your weaknesses so you can lead a productive team that consistently delivers quality software.
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Modern Software Engineering - David Farley
Improve Your Creativity, Effectiveness, and Ultimately, Your Code In Modern Software Engineering, continuous delivery pioneer David Farley helps software professionals think about their work more effectively, manage it more successfully, and genuinely improve the quality of their applications, their lives, and the lives of their colleagues. Writing for programmers, managers, and technical leads at all levels of experience, Farley illuminates durable principles at the heart of effective software development. He distills the discipline into two core exercises: learning and exploration and managing complexity. For each, he defines principles that can help you improve everything from your mindset to the quality of your code, and describes approaches proven to promote success. Farley''s ideas and techniques cohere into a unified, scientific, and foundational approach to solving practical software development problems within realistic economic constraints. This general, durable, and pervasive approach to software engineering can help you solve problems you haven''t encountered yet, using today''s technologies and tomorrow''s. It offers you deeper insight into what you do every day, helping you create better software, faster, with more pleasure and personal fulfillment. Clarify what you''re trying to accomplish Choose your tools based on sensible criteria Organize work and systems to facilitate continuing incremental progress ... Unknown localization key: "more"
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Research Software Engineering - Matthias Bannert
Research Software Engineering: A Guide to the Open Source Ecosystem strives to give a big-picture overview and an understanding of the opportunities of programming as an approach to analytics and statistics. The book argues that a solid "programming" skill level is not only well within reach for many but also worth pursuing for researchers and business analysts. The ability to write a program leverages field-specific expertise and fosters interdisciplinary collaboration as source code continues to become an important communication channel. Given the pace of the development in data science, many senior researchers and mentors, alongside non-computer science curricula lack a basic software engineering component. This book fills the gap by providing a dedicated programming-with-data resource to both academic scholars and practitioners.Key Featuresoverview: breakdown of complex data science software stacks into core componentsapplied: source code of figures, tables and examples available and reproducible solely with license cost-free, open source softwarereader guidance: different entry points and rich references to deepen the understanding of selected aspects
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Responsible Software Engineering - Daniel J. Barrett
Responsible Software Engineering gathers the wisdom of over 100 Google employees to help you anticipate the effects of your software on the world and its inhabitants. It features expert advice and practical case studies so you can build better applications that are more ready for real-world situations.
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Engineering for Teens - Pamela McCauley
Explore engineering as a career with this introduction for ages 12 to 16 The job of an engineer is to solve all sorts of complex challenges facing the world while improving our lives through creative, innovative ideas. This engineering book for teens gives you a look into what engineers do and how they drive society forward through math and science. From designing tablets and smartphones to reimagining the way we collect and store renewable energy, this engineering book for teens introduces you to the major engineering disciplines and their distinct specialties, famous engineers throughout history, and more. Engineering for Teens offers: Engineering fundamentals—Discover the four main branches of engineering and their different specialties. Inspired inventions—Get examples of the incredible things that engineers have created, like fuel cells and medicines. Inclusivity in engineering—Learn all about the diversity within the field of engineering. Discover the wonders of engineering and prepare yourself for a life of scientific discovery with this engineering book for teens.
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Awesome Engineering Activities for Kids - Christina Schul
Spark creativity and curiosity with fun engineering activities for kids ages 5 to 10 Watch your child''s eyes light up as they get excited about engineering, learn how things work, and have tons of fun. Awesome Engineering Activities for Kids is packed with more than 50 fascinating STEAM exercises, complete with step-by-step instructions, colorful pictures, and simple explanations of why the experiments work. This engaging book about engineering for kids includes: Activities kids can do themselves—Make engineering for kids easy and fun with projects like toothpick towers and paper cup phones that use common, inexpensive household materials so they can play and learn anytime. The power of STEAM—Lessons are based in Science, Technology, Engineering, Art, and Math to show kids how these things are everywhere, and help them become better problem solvers and logical thinkers. The basics of engineering—Kids will learn all about engineering with a brief guide to the different types of engineers, an explanation of what they do, and what kids need to know to become one. Unlock the world of engineering for kids with exercises that help them learn, grow, and get creative.
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Data Engineering for Cybersecurity - James Bonifield
When a cyber security incident occurs, how does anyone know? Data must leave workstations and servers, bounce across the network, and land in a central database before analysts can use it. This project-based book covers that complex space between an organization''s computers and the security analyst tasked with protecting them. The guidance is straightforward, and the focus is on streamlining the process of gathering, transforming, and storing cybersecurity data using free and open-source tools. The author elaborates on core but often overlooked logging strategies, while also emphasizing the importance of standardizing data, using encryption to protect transmitted data, and creating ''data pipelines'' that support cybersecurity, data analytics, and automation needs alike. You''ll how to: Implement core logging strategies using free tools such as Elastic stack; Transform data to fit your needs, and configure your tools to send it back and forth; Secure your logging infrastructure by encrypting connections using TLS and SSH; Handle version control and backups with Git, and improve your efficiency with caching. By the end, you''ll know how to enrich your security data, protect it from unauthorized parties, and automate your workflow in the process - leaving more room for creative thinking.
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Fundamentals of Software Engineering - Dan Vega, Nathaniel Schutta
With this practical book, you'll learn the skills you need to succeed and thrive. Authors Nathaniel Schutta and Dan Vega guide your journey with pointers to deep dives into specific topic areas that will help you understand the skills that really matter as a software engineer.
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Writing for Social Scientists, Third Edition - Howard S. Becker
For more than thirty years, Writing for Social Scientists has been a lifeboat for writers in all fields, from beginning students to published authors. It starts with a powerful reassurance: Academic writing is stressful, and even accomplished scholars like sociologist Howard S. Becker struggle with it. And it provides a clear solution: In order to learn how to write, take a deep breath and then begin writing. Revise. Repeat. This is not a book about sociological writing. Instead, Becker applies his sociologist's eye to some of the common problems all academic writers face, including trying to get it right the first time, failing, and therefore not writing at all; getting caught up in the trappings of "proper" academic writing; writing to impress rather than communicate with readers; and struggling with the when and how of citations. He then offers concrete advice, based on his own experiences and those of his students and colleagues, for overcoming these obstacles and gaining confidence as a writer. While the underlying challenges of writing have remained the same since the book first appeared, the context in which academic writers work has changed dramatically, thanks to rapid changes in technology and ever greater institutional pressures. This ... Unknown localization key: "more"
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Your Expert Guide: Biology for Young Scientists - Tom Jackson, Helen Watson
From top experts in the world of science comes this definitive and clear guide to biology, published in partnership with the Royal Society of Biology.In Your Expert Guide: Biology for Young Scientists, discover the foundations of this crucial and exciting branch of science. Learn to think like a biologist, understand what makes up a living thing and explore the biological building blocks of everything around you - from the first organisms on Earth to the slime moulds in the forest, from the lab to the South Pole. Get an expert view of how biology underpins our understanding of life!Published in partnership with The Royal Society of Biology, a renowned organisation dedicated to a world that values biology''s contribution to improving life for all. With approachable artwork by Ola Szpunar, curious readers age 8+ can see biology come alive.Books in the Your Expert Guide series:With Royal Society of Chemistry: The Periodic Table / Chemistry for Young ScientistsWith Royal Society of Biology: The Human Body / Biology for Young ScientistsWith Institute of Physics: The Universe / Physics for Young Scientists
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Electrical Engineering: Principles & Applications, Global Edition - Allan Hambley
For courses in Electrical Engineering. Accessible and applicable learning in electrical engineering for introductory and non-major courses The #1 title in its market, Electrical Engineering: Principles and Applications helps students learn electrical-engineering fundamentals with minimal frustration. Its goals are to present basic concepts in a general setting, to show students how the principles of electrical engineering apply to specific problems in their own fields, and to enhance the overall learning process. This book covers circuit analysis, digital systems, electronics, and electromechanics at a level appropriate for either electrical-engineering students in an introductory course or non-majors in a survey course. A wide variety of pedagogical features stimulate student interest and engender awareness of the material’s relevance to their chosen profession. The only essential prerequisites are basic physics and single-variable calculus. The 7th Edition features technology and content updates throughout the text. Also available with Mastering Engineering MasteringTM Engineering is an online homework, tutorial, and assessment program designed to work with this text to engage students and improve results. Interactive, self-paced tutorials provide individualized coaching to help students stay on track. With a wide range of activities available, students can actively learn, understand, and retain even the most difficult concepts. The text ... Unknown localization key: "more"
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The Complete Cookbook for Young Scientists - America's Test Kitchen Kids
America''s Test Kitchen Kids brings delicious science to your kitchen! Over 75 kid-tested, kid-approved recipes and experiments teach young chefs about the fun and fascinating science of food. This is the fourth book in the New York Times bestselling cookbook series for Young Chefs.Why do some cheeses melt better than others? Why does popcorn "pop"? How does gelatin work? Answer these questions (and wow your friends and family!) by cooking the best-ever skillet pizza, easy chocolate popcorn, and galactic mirror cake... and more! Plus, fun science experiments to do in your home kitchen. With The Complete Cookbook for Young Scientists, emerging scientists and young chefs will feel confident in the kitchen, proud of their accomplishments, and learn the basics of food science along the way.
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Machine Learning for Computer Scientists and Data Analysts - Houman Homayoun, Zhiqian Chen, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao
This textbook introduces readers to the theoretical aspects of machine learning (ML) algorithms, starting from simple neuron basics, through complex neural networks, including generative adversarial neural networks and graph convolution networks. Most importantly, this book helps readers to understand the concepts of ML algorithms and enables them to develop the skills necessary to choose an apt ML algorithm for a problem they wish to solve. In addition, this book includes numerous case studies, ranging from simple time-series forecasting to object recognition and recommender systems using massive databases. Lastly, this book also provides practical implementation examples and assignments for the readers to practice and improve their programming capabilities for the ML applications.
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Building Services Engineering for Construction T Level: Core - Stephen Jones, Peter Tanner, Mike Jones, Tom Leahy, David Warren
Tackle the core component of your T Level with this comprehensive resource published in association with City & Guilds.With topic coverage ranging from the principles of construction science and design to workplace relationship management, this book provides complete coverage of the Building Services Engineering for Construction qualification''s core units and will equip you with the skills you need to shape your career.- Break down complex topics with summary tables and hundreds of images and artworks- Apply your knowledge in real-world case studies and discover some of the dilemmas you can expect to face in the workplace- Re-cap knowledge and understanding with ''Key terms'' and ''Test yourself'' features, as well as a detailed glossary- Prepare for your exams and the employer-set project using practice questions and project practice exercises- Develop the functional skills you need to thrive in the industry with English and maths exercises- Understand how to avoid hazards and minimise risk with regular health and safety reminders- Hone core skills with expert authors Mike Jones, Stephen Jones, Tom Leahy, Peter Tanner and David Warren, who draw on their extensive teaching and industry experience
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Your Expert Guide: The Human Body for Young Scientists - Tom Jackson, Liam Cini-O'Dwyer
From top experts in biology education comes this definitive guide to the human body, published in partnership with the Royal Society of Biology.In Your Expert Guide: The Human Body, discover the many systems and surprising skills of the human body, from your astounding brain at the very top of your body, to the tiny bones in your feet built for walking. Explore the powerful organs and the jobs they do to get a clear picture of how your body works, and how you can look after it.Written by Tom Jackson and Liam Cini-O''Dwyer and published in partnership with The Royal Society of Biology. With immersive artwork by Ola Szpunar, biology comes alive for curious readers aged 8+.Books in the Your Expert Guide series: With Royal Society of Chemistry: The Periodic Table / Chemistry for Young ScientistsWith Royal Society of Biology: The Human Body / Biology for Young ScientistsWith Institute of Physics: The Universe / Physics for Young Scientists
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CXC Study Guide: Mechanical Engineering for CSEC - Errol Clarke, Philbert Crossfield, Michael Barlow, Jerry Simpson
Written by experienced teachers and experts, Mechanical Engineering for CSEC takes a skills-led approach. It concentrates on the development of skills, critical thinking and teamwork providing a firm foundation for the SBA, further study and beyond.
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Introduction to Python for Engineers and Scientists - Sandeep Nagar
Familiarize yourself with the basics of Python for engineering and scientific computations using this concise, practical tutorial that is focused on writing code to learn concepts. Introduction to Python is useful for industry engineers, researchers, and students who are looking for open-source solutions for numerical computation. In this book you will learn by doing, avoiding technical jargon, which makes the concepts easy to learn. First you''ll see how to run basic calculations, absorbing technical complexities incrementally as you progress toward advanced topics. Throughout, the language is kept simple to ensure that readers at all levels can grasp the concepts. What You''ll Learn Understand the fundamentals of the Python programming language Apply Python to numerical computational programming projects in engineering and science Discover the Pythonic way of life Apply data types, operators, and arrays Carry out plotting for visualization Work with functions and loops Who This Book Is For Engineers, scientists, researchers, and students who are new to Python. Some prior programming experience would be helpful but not required.
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Feature Engineering for Machine Learning - Alice Zheng
Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models.
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ABCs of Engineering - Chris Ferrie, Sarah Kaiser
Fans of Chris Ferrie's ABCs of Biology, ABCs of Space, and ABCs of Physics will love this introduction to engineering for babies and toddlers!This alphabetical installment of the Baby University baby board book series is the perfect introduction to science for infants and toddlers. It makes a wonderful science baby gift for even the youngest engineer. Give the gift of learning to your little one at birthdays, baby showers, holidays, and beyond!A is for AmplifierB is for BatteryC is for Carnot EngineFrom amplifier to zoning, the ABCs of Engineering is a colorfully simple introduction to STEM for babies and toddlers to a new engineering concept for every letter of the alphabet.Written by two experts, each page in this engineering primer features multiple levels of text so the book grows along with your little engineer. If you're looking for the perfect STEAM book for teachers, science toys for babies, or engineer toys for kids, look no further! ABCs of Engineering offers fun early learning for your little scientist!
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Bayesian Statistics for Experimental Scientists - Richard A Chechile
An introduction to the Bayesian approach to statistical inference that demonstrates its superiority to orthodox frequentist statistical analysis.This book offers an introduction to the Bayesian approach to statistical inference, with a focus on nonparametric and distribution-free methods. It covers not only well-developed methods for doing Bayesian statistics but also novel tools that enable Bayesian statistical analyses for cases that previously did not have a full Bayesian solution. The book''s premise is that there are fundamental problems with orthodox frequentist statistical analyses that distort the scientific process. Side-by-side comparisons of Bayesian and frequentist methods illustrate the mismatch between the needs of experimental scientists in making inferences from data and the properties of the standard tools of classical statistics.The book first covers elementary probability theory, the binomial model, the multinomial model, and methods for comparing different experimental conditions or groups. It then turns its focus to distribution-free statistics that are based on having ranked data, examining data from experimental studies and rank-based correlative methods. Each chapter includes exercises that help readers achieve a more complete understanding of the material. The book devotes considerable attention not only to the linkage of statistics to practices in experimental science but also to the theoretical foundations ... Unknown localization key: "more"
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Catherine Parr - Elizabeth Norton
Wife, widow, mother, survivor, the story of the last queen of Henry VIII. Catherine Parr was enjoying her freedom after her first two arranged marriages when she caught the attention of the elderly Henry VIII. The most reluctant of all Henry''s wives, she offered to become his mistress rather than submit herself to the dangers of becoming Henry''s queen. This only increased Henry''s enthusiasm for the vibrant, intelligent young widow and Catherine was forced to abandon her handsome lover, Thomas Seymour, for the decrepit king. She quickly made her role as queen a success, providing Henry VIII with a domestic tranquillity that he had not known since the early days of his first marriage. For Henry, Catherine was a satisfactory choice but he never stopped considering a new marriage, much to Catherine''s terror. Catherine is remembered as the wife who survived but, without her strength of character it could have been very different. It was a relief for Catherine when Henry finally died and she could secretly marry Thomas Seymour. Left with no role in government affairs in her widowhood, she retired to the country, spending time at her manors at Chelsea and Sudeley. It was here that her heart ... Unknown localization key: "more"
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Miss Nelson is Back - Harry Allard
In this companion to Miss Nelson Is Missing—the classic, hilarious story of a misbehaving class—the scheming kids in Room 207 are in for a big surprise from the scariest substitute around: Miss Viola Swamp. When their teacher has to go away for a week, Miss Nelson''s kids are excited to "really act up." But when the principal ends up being the most boring substitute teacher ever, they hatch a plan to turn their week from dull to delightful. Will they be able to trick Mr. Blandsworth and avoid ending up with The Swamp?Your class or young reader will laugh along with this funny picture book, which its tongue-in-cheek humor and James Marshall’s simply silly illustrations.Plus don''t miss the companion books: Miss Nelson Is Missing and Miss Nelson Has a Field Day!
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Embedded Software Development for Safety-Critical Systems - HOBBS Christopher
The third edition of Embedded Software Development for Safety-Critical Systems is about the creation of dependable embedded software.
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Quantum Computing for Computer Scientists - Noson S. Yanofsky, Mirco A. Mannucci
The multidisciplinary field of quantum computing strives to exploit some of the uncanny aspects of quantum mechanics to expand our computational horizons. Quantum Computing for Computer Scientists takes readers on a tour of this fascinating area of cutting-edge research. Written in an accessible yet rigorous fashion, this book employs ideas and techniques familiar to every student of computer science. The reader is not expected to have any advanced mathematics or physics background. After presenting the necessary prerequisites, the material is organized to look at different aspects of quantum computing from the specific standpoint of computer science. There are chapters on computer architecture, algorithms, programming languages, theoretical computer science, cryptography, information theory, and hardware. The text has step-by-step examples, more than two hundred exercises with solutions, and programming drills that bring the ideas of quantum computing alive for today''s computer science students and researchers.
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QuickBooks Desktop All-In-One For Dummies - Stephen L. Nelson
An all-encompassing guide to a popular desktop accounting software QuickBooks Desktop All-in-One For Dummies clearly guides you on how to manage your business finances through QuickBooks Desktop. This comprehensive resource walks you through advanced features and overall layout, so you can maximize the value this software brings to your business. Feel confident invoicing customers, paying vendors, tracking inventory, do-it-yourself payroll, preparing financial statements and reports, creating a business plan forecast, and more. Plus, you'll get helpful tips for protecting your financial data and troubleshooting any potential snags along the way. Inside: Get started with QuickBooks Desktop and set up your accounting systemGet easy-to-follow instructions for saving time with easy bookkeeping and automated featuresLearn to use advanced features as your business grows, so you can scale for the futureKnow your tax and reporting requirements From QuickBooks Desktop setup and bookkeeping basics to importing your data and performing all the tasks you need to keep things running smoothly, QuickBooks Desktop All-in-One For Dummies is your go-to
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Long Walk to Freedom - Nelson Mandela
"Essential reading for anyone who wants to understand history – and then go out and change it." –President Barack Obama Nelson Mandela was one of the great moral and political leaders of his time: an international hero whose lifelong dedication to the fight against racial oppression in South Africa won him the Nobel Peace Prize and the presidency of his country. After his triumphant release in 1990 from more than a quarter-century of imprisonment, Mandela was at the center of the most compelling and inspiring political drama in the world. As president of the African National Congress and head of South Africa's antiapartheid movement, he was instrumental in moving the nation toward multiracial government and majority rule. He is still revered everywhere as a vital force in the fight for human rights and racial equality.Long Walk to Freedom is his moving and exhilarating autobiography, destined to take its place among the finest memoirs of history's greatest figures. Here for the first time, Nelson Rolihlahla Mandela told the extraordinary story of his life -- an epic of struggle, setback, renewed hope, and ultimate triumph. The book that inspired the major motion picture Mandela: Long Walk to Freedom.
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KJV Holy Bible: Giant Print with 53,000 Cross References, Black Bonded Leather, Red Letter, Comfort Print: King James Version - Thomas Nelson
This Bible published in the classic King James Version includes center-column references and giant print type allowing for an easy Bible reading experience. This edition is published in large KJV Comfort Print type, which was designed exclusively for Thomas Nelson to be the most readable at any size.The literary beauty of the King James Version, now in a giant-print format and featuring Thomas Nelson''s custom KJV font. Your eyes will discover a whole new level of comfort with the KJV Giant Print Center-Column Reference Bible. But you won’t have to sacrifice study features for readability. Complete with center-column references, book introductions, a concordance, words of Christ in red, and full-color maps, this will be the go-to Bible you’ll look forward to reading.Features Include:Bible book introductions provide a concise overview of the background and historical context of the book about to be readCenter-column references allow you to find related passages quickly and easilyReading plan guiding you through the entire Bible in a yearMiracles and parables of Jesus call out important events during Jesus’ earthly ministryConcordance for looking up a word’s occurrences throughout the BibleFull color maps show the layout of Israel and other biblical locations for better contextEasy-to-read giant 12-point KJV ... Unknown localization key: "more"
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Cloistered - Catherine Coldstream
''A profoundly moving memoir which gripped me'' Mark HaddonDiscover Catherine Coldstream’s evocative account of life as a nun in the 1990s, and the dramatic events which led to her flight from the monastery.**A BBC RADIO 4 BOOK OF THE WEEK**After the shock of her father’s death, twenty-four-year-old Catherine was left grieving and alone. A search for meaning led her to Roman Catholicism and the nuns of Akenside Priory.Here she found a tight-knit community of dedicated women and peace in an ancient way of life. But as she surrenders to her final vows, all is not as it seems behind the Priory’s closed doors. Power struggles erupt – with far-reaching consequences for those within.Catherine comes to realise that divine authority is mediated through flawed and all-too-human channels. She is faced with a dilemma: should she protect the serenity she has found, or speak out?A love song to a lost community and an honest account of her twelve years in the Order, Cloistered is also a cautionary tale about what can happen when good people cut themselves off from the wider world.‘Immersive, beautifully observed’ Katherine May''I admired [Cloistered] enormously'' Sarah Perry‘An intense and often theatrical read’ Financial Times
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Career Advice for Young Scientists in Biomedical Research - Bela Z. Schmidt
Pursuing a career in biomedical research can be daunting, considering the stiffer competition and uncertain career prospects in academia. This book summarizes career advice gathered during in-depth interviews with 106 biomedical scientists who lead their own laboratories. The participating principal investigators are from 44 research institutions in 11 countries. This book is unique in that it provides a glimpse into the mindset of principal investigators. Here, the reader will learn about common thought patterns and values, as well as the range of opinions and ways of thinking to be found among a large group of active principal investigators – without having to read more than a hundred individual autobiographies.The book will benefit all PhD students who want to learn more about their supervisor’s mindset in order to successfully complete their projects. It can help freshly graduated PhDs planning to pursue an academic career, and MDs contemplating a career in research, to decide whether they truly want to embark on this path. Lastly, it can offer young principal investigators a source of inspiration on how to succeed and achieve their goals.
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Things Scientists Don't Know Yet - Peter Gallivan
Explore science’s biggest unsolved mysteries, from unanswered questions about the animal kingdom and the human body to the unknowns of space and time. Have you ever wondered how the universe will end or why we dream? From the possibility of life on other planets to understanding why woolly mammoths went extinct, this science book for kids aged 7-9 sheds light on fascinating questions that are still unanswered. With stunning facts and fun science, Things Science Doesn't Know Yet is packed with the latest scientific developments and captivating topics such as the dinosaurs and time travel. Young readers will not only marvel at what science is yet to solve, but also learn how the scientific process works - step by step - through experiments, collaboration, and persistence. In this unsolved mysteries book for kids, you’ll discover:Fun, fact-packed explorations of questions including ‘why do we dream?’ and ‘could we live on other planets?’Inspiring insights that encourage children to think like scientists. Expertise from a leading science educator at the UK’s Royal Institution. Perfect for budding scientists or kids who are curious about the world, it’s the ultimate guide to the mysteries that keep scientists awake at night!
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Security Software Development - Douglas A. Ashbaugh
Threats to application security continue to evolve just as quickly as the systems that protect against cyber-threats. In many instances, traditional firewalls and other conventional controls can no longer get the job done. The latest line of defense is to build security features into software as it is being developed. Drawing from the author’s extensive experience as a developer, Secure Software Development: Assessing and Managing Security Risks illustrates how software application security can be best, and most cost-effectively, achieved when developers monitor and regulate risks early on, integrating assessment and management into the development life cycle. This book identifies the two primary reasons for inadequate security safeguards: Development teams are not sufficiently trained to identify risks; and developers falsely believe that pre-existing perimeter security controls are adequate to protect newer software. Examining current trends, as well as problems that have plagued software security for more than a decade, this useful guide:Outlines and compares various techniques to assess, identify, and manage security risks and vulnerabilities, with step-by-step instruction on how to execute each approachExplains the fundamental terms related to the security processElaborates on the pros and cons of each method, phase by phase, to help readers select the one that best ... Unknown localization key: "more"
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Mindfulness and Yoga for Self-Regulation - Catherine P. Cook-Cottone
The first book to present mindfulness and yoga-based treatment for dysregulated, consumption-oriented disorders Mindfulness and yoga-based approaches as beneficial supplements to traditional mental health paradigms are well supported by empirical research. Although numerous texts have examined these approaches for treatment of depression, anxiety, and eating disorders, this is the first to address mindfulness and yoga-based approaches as embodied tools for reducing dysregulation associated with self-destructive and consumption-oriented behaviors. Introducing the basic theoretical foundations, key practices, and comprehensive protocols of mindfulness and yoga-based approaches for the treatment of externally oriented behaviors, the text is targeted at mental health professionals who wish to learn how to incorporate these techniques into their practice. The book explores the societal influences that lead to the externally oriented, idealized, and ultimately self-defeating concept of the individual. It provides the structure and practical applications for clinicians to help their clients overcome struggles with externally oriented behaviors and discover an internal sense of satisfaction and peace of mind. Tapping into the concept of a "hungry self" within the context of consumerism, the book advocates mindfulness and yoga approaches as alternate pathways toward a contented, regulated, and authentic experience of self. It addresses various aspects of the consumptive self ... Unknown localization key: "more"
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R for Data Science - Grolemund Garrett, Hadley Wickham, Mine Cetinkaya-Rundel
Learn how to use R to turn data into insight, knowledge, and understanding. Ideal for current and aspiring data scientists, this book introduces you to doing data science with R and RStudio, as well as the tidyverse-a collection of R packages designed to work together to make data science fast, fluent, and fun. Even if you have no programming experience, this updated edition will have you doing data science quickly.You'll learn how to import, transform, and visualize your data and communicate the results. And you'll get a complete, big-picture understanding of the data science cycle and the basic tools you need to manage the details. Each section in this edition includes exercises to help you practice what you've learned along the way.Updated for the latest tidyverse best practices, new chapters dive deeper into visualization and data wrangling, show you how to get data from spreadsheets, databases, and websites, and help you make the most of new programming tools. You'll learn how to:Visualize-create plots for data exploration and communication of resultsTransform-discover types of variables and the tools you can use to work with themImport-get data into R and in a form convenient for analysisProgram-learn R tools for solving data problems with ... Unknown localization key: "more"
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Remote Sympathy: LONGLISTED FOR THE WOMEN'S PRIZE FOR FICTION 2022 - Catherine Chidgey
SHORTLISTED: THE DUBLIN LITERARY AWARDLONGLISTED: WOMENS'' PRIZE FOR FICTION 2022A NOVEL OF DEVASTATING BEAUTY SET IN BUCHENWALD DURING THE SECOND WORLD WAR"A powerful and disturbing study in terrible lies and the human need to believe them." ANNIE PROULXMoving away from their lovely apartment in Munich isn’t nearly as wrenching an experience for Frau Greta Hahn as she had feared. Their new home is even lovelier than the one they left behind and life in Buchenwald would appear to be idyllic. Lying just beyond the forest that surrounds them is the looming presence of a work camp. Frau Hahn’s husband, SS Sturmbannführer Dietrich Hahn, has been assigned as the camp’s administrator.When Frau Hahn’s poor health leads her into an unlikely and poignant friendship with one of Buchenwald’s prisoners, Dr Lenard Weber, her naïve ignorance about what is going on so nearby is challenged. A decade earlier, Dr Weber had invented a machine believed that its subtle resonances might cure cancer. But does it really work? One way or another, it might save a life.A tour de force about the evils of obliviousness, Remote Sympathy compels us to question our continuing and wilful ability to look the other way in a world ... Unknown localization key: "more"
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Python for Data Science For Dummies - John Paul Mueller, Luca Massaron
Let Python do the heavy lifting for you as you analyze large datasets Python for Data Science For Dummies lets you get your hands dirty with data using one of the top programming languages. This beginner’s guide takes you step by step through getting started, performing data analysis, understanding datasets and example code, working with Google Colab, sampling data, and beyond. Coding your data analysis tasks will make your life easier, make you more in-demand as an employee, and open the door to valuable knowledge and insights. This new edition is updated for the latest version of Python and includes current, relevant data examples. Get a firm background in the basics of Python coding for data analysisLearn about data science careers you can pursue with Python coding skillsIntegrate data analysis with multimedia and graphics Manage and organize data with cloud-based relational databasesPython careers are on the rise. Grab this user-friendly Dummies guide and gain the programming skills you need to become a data pro.
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Computer Aided Engineering of Batteries
This edited volume, with contributions from the Computer Aided Engineering for Batteries (CAEBAT) program, provides firsthand insights into nuances of implementing battery models in actual geometries. It discusses practical examples and gaps in our understanding, while reviewing in depth the theoretical background and algorithms. Over the last ten years, several world-class academics, automotive original equipment manufacturers (OEMs), battery cell manufacturers and software developers worked together under an effort initiated by the U.S. Department of Energy to develop mature, validated modeling tools to simulate design, performance, safety and life of automotive batteries. Until recently, battery modeling was a niche focus area with a relatively small number of experts. This book opens up the research topic for a broader audience from industry and academia alike. It is a valuable resource for anyone who works on battery engineering but has limited hands-on experience with coding.
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The ADHD Workbook for Teen Girls - Catherine J. Mutti-Driscoll
Teen girls with attention-deficit hyperactivity disorder (ADHD) face unique challenges on the road to adulthood-including social difficulties, perfectionism, negative self-talk, and intense emotions. Written by a mental health professional with first-hand experience living with ADHD, this empowering workbook offers evidence-based tools to help teen girls with ADHD better understand their neurodivergent brain, maximize their strengths, advocate for themselves, and build the self-confidence needed to reach their potential and thrive throughout life.Understand your unique brain, maximize your strengths, and find the confidence to shine with this engaging workbook-just for you.If you''re a teen girl with attention-deficit hyperactivity disorder (ADHD)-or suspect you may be-you''ve probably experienced a number of challenges in your life, including struggling in school, difficulty making friends, feeling like you have to be perfect, negative self-talk, fear of rejection, and intense emotions. You aren''t alone. Although some people think that ADHD is "just for boys," rest assured that there are many, many girls out there just like you. This empowering guide offers tons of tips and tools to help you overcome your struggles, focus on what makes you awesomely unique, and live your best life.Written by a mental health professional with first-hand experience living with ADHD, this friendly workbook ... Unknown localization key: "more"
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Security Chaos Engineering - Kelly Shortridge
In this pragmatic and comprehensive guide, authors Kelly Shortridge and Aaron Rinehart help you navigate the challenges of securing complex software systems. Using the principles and practices of security chaos engineering, software engineering teams will explore how to cultivate resilience across the software delivery lifecycle.
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Applied Machine Learning for Data Science Practitioners - Vidya Subramanian
A single-volume reference on data science techniques for evaluating and solving business problems using Applied Machine Learning (ML). Applied Machine Learning for Data Science Practitioners offers a practical, step-by-step guide to building end-to-end ML solutions for real-world business challenges, empowering data science practitioners to make informed decisions and select the right techniques for any use case. Unlike many data science books that focus on popular algorithms and coding, this book takes a holistic approach. It equips you with the knowledge to evaluate a range of techniques and algorithms. The book balances theoretical concepts with practical examples to illustrate key concepts, derive insights, and demonstrate applications. In addition to code snippets and reviewing output, the book provides guidance on interpreting results. This book is an essential resource if you are looking to elevate your understanding of ML and your technical capabilities, combining theoretical and practical coding examples. A basic understanding of using data to solve business problems, high school-level math and statistics, and basic Python coding skills are assumed. Written by a recognized data science expert, Applied Machine Learning for Data Science Practitioners covers essential topics, including: Data Science Fundamentals that provide you with an overview of core concepts, laying the ... Unknown localization key: "more"
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Graph Algorithms for Data Science - Bratanic Tomaz
Graphs are the natural way to understand connected data. This book explores the most important algorithms and techniques for graphs in data science, with practical examples and concrete advice on implementation and deployment. In Graph Algorithms for Data Science you will learn: Labeled-property graph modeling Constructing a graph from structured data such as CSV or SQL NLP techniques to construct a graph from unstructured data Cypher query language syntax to manipulate data and extract insights Social network analysis algorithms like PageRank and community detection How to translate graph structure to a ML model input with node embedding models Using graph features in node classification and link prediction workflows Graph Algorithms for Data Science is a hands-on guide to working with graph-based data in applications like machine learning, fraud detection, and business data analysis. It''s filled with fascinating and fun projects, demonstrating the ins-and-outs of graphs. You''ll gain practical skills by analyzing Twitter, building graphs with NLP techniques, and much more. You don''t need any graph experience to start benefiting from this insightful guide. These powerful graph algorithms are explained in clear, jargon-free text and illustrations that makes them easy to apply to your own projects. about the technology Graphs reveal ... Unknown localization key: "more"
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R for Data Analysis in easy steps - Mike McGrath
The R language is widely used by statisticians for data analysis, and the popularity of R programming has therefore increased substantially in recent years. The emerging Internet of Things (IoT) gathers increasing amounts of data that can be analyzed to gain useful insights into trends.R for Data Analysis in easy steps, 2nd edition has an easy-to-follow style that will appeal to anyone who wants to produce graphic visualizations to gain insights from gathered data. The book begins by explaining core programming principles of the R programming language, which stores data in “vectors†from which simple graphs can be plotted. Next, it describes how to create “matrices†to store and manipulate data from which graphs can be plotted to provide better insights. This book then demonstrates how to create “data frames†from imported data sets, and how to employ the “Grammar of Graphics†to produce advanced visualizations that can best illustrate useful insights from your data.R for Data Analysis in easy steps, 2nd edition contains separate chapters on the major features of the R programming language. There are complete example programs that demonstrate how to create Line graphs, Bar charts, Histograms, Scatter graphs, Box plots, and more. The code for each ... Unknown localization key: "more"
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Foundational Python for Data Science - Kennedy Behrman
Data science and machine learning—two of the world''s hottest fields—are attracting talent from a wide variety of technical, business, and liberal arts disciplines. Python, the world''s #1 programming language, is also the most popular language for data science and machine learning. This is the first guide specifically designed to help students with widely diverse backgrounds learn foundational Python so they can use it for data science and machine learning. This book is catered to introductory-level college courses on data science. Leading data science instructor and practitioner Kennedy Behrman first walks through the process of learning to code for the first time with Python and Jupyter notebook, then introduces key libraries every Python data science programmer needs to master. Once students have learned these foundations, Behrman introduces intermediate and applied Python techniques for real-world problem-solving. Throughout, Foundational Python for Data Science presents hands-on exercises, learning assessments, case studies, and more—all created with Colab (Jupyter compatible) notebooks, so students can execute all coding examples interactively without installing or configuring any software.
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