Gain the valuable skills and techniques you need to accelerate the delivery of machine learning solutions. With this practical guide, data scientists, ML engineers, and their leaders will learn how to bridge the gap between data science and Lean product delivery in a practical and simple way. David Tan, Ada Leung, and Dave Colls show you how to apply time-tested software engineering skills and Lean product delivery practices to reduce toil and waste, shorten feedback loops, and improve your team's flow when building ML systems and products. Based on the authors' experience across multiple real-world data and ML projects, the proven techniques in this book will help your team avoid common traps in the ML world, so you can iterate and scale more quickly and reliably. You'll learn how to overcome friction and experience flow when delivering ML solutions. You'll also learn how to: Write automated tests for ML systems, containerize development environments, and refactor problematic codebases Apply MLOps and CI/CD practices to accelerate experimentation cycles and improve reliability of ML solutions Apply Lean delivery and product practices to improve your odds of building the right product for your users Identify suitable team structures and intra- and inter-team collaboration techniques to enable fast flow, reduce cognitive load, and scale ML within your organization
This book will help the reader make connections between the different branches of chemistry. Along with the theory, there are examples of recent technology applications used to help reinforce the theory being presented. Rather than only present equations and theory, the authors put a lot of effort into ensuring the reader will gain a better understanding of the concepts being presented through the use of examples, applications, illustrations, and experiments. There are also general trends, rules of thumb, common mistakes, and practical explanations for each topic. If you know someone studying chemistry or you just want to brush-up on basic chemistry, then this book is an excellent way to quickly understand many fundamental concepts in three broad areas of chemistry.'IEEE Electrical Insulation MagazineA-Level Chemistry's Best Kept Secrets! aims to inter-link and integrate different concepts and topics and it is written with the latest syllabus in mind. With effect from 2017, there would be a change in the A-level syllabus and the ability to cross link topics is integral to acing chemistry. Many guidebooks are of the expository and non-refutable type in which facts are presented rather than explained. In this book, novel and more efficient ways of looking at problems in chemistry are proposed to ensure good understanding of the subject.
Where are you from?" An easy question for most to answer, but a very tough one for Third Culture Kids (TCKs). These children grow up outside their parents' home cultures, neither belonging entirely to their home culture nor to their host culture. They face unique challenges in establishing their identity and a sense of belonging, especially when returning to their home country. An increasing number of Singaporean families are living overseas for various reasons, and their children are growing up as TCKs. On returning to Singapore, these Singaporean TCKs will have to cope with a variety of re-entry stresses when adjusting to Singapore culture, making new friends, and continuing their education in the Singapore education system. Many existing books about the TCK experience are written from the perspective of other cultures, chiefly the US. This book addresses some factors unique to the Singapore environment and provides Singaporean parents with suggestions to smooth their children's re-entry to Singapore. With experience drawn from the real-life experiences of the authors' children and others they know personally, this book will be helpful to families of TCKs through the whole process: preparing to leave Singapore, while overseas, and, especially, when they return.
Featuring sold out issues of the most talked about SPAWN story arc in years! Finally, after all these years, the war Al Simmons was created to fight is here? but which side will he choose? Join DAVID 'Civil War' HINE and PHILIP 'X-Men' TAN on the beginning of their historic SPAWN run!
Collects Thor #604-606 & Sif #1. What secret weapon has Doom wrought with secrets plundered from Asgard?! And whose side is the duplicitous Loki truly on? Can Thor and Balder save their people? Also, finally restored to her own body, Sif sets out with Beta Ray Bill to fight her way back to true warrior's glory!
There was a miserable Vietnamese born in the beginning of the Second World War, grown up during the French colonial war renewed all over his miserable country, and terminated right at the end of the American anti-communist war in South East Asia —April that 1975 miserable year.It has since been forty full years now: The tiny speck of dust has gone off the ground with the wind all the way backward, through the Vietnamese miseries and the Jewish tragedy, and ultimately to the Ancient Hebrew Sojourners —whose Happy and Prosperous WAY OF LIFE had been thus recognised,“YHVH is with you in all that you do!” —for Abraham“We have certainly seen that YHVH is with you!” —for Isaac“Can we find such a one as this, a man in whom is the Spirit of GOD?” —for JosephNo such recognition was recorded for Jacob the usurper, later renamed Israel the struggler explicitly against God and men –prevailing both: The Way of Sojourners was replaced by the Way of Conquerors / Invaders / Terminators / Dominators … —thus causing all sorts of war and tragedy and destruction … up until nowadays.
TODD McFARLANE unleashed his signature creation, SPAWN, in 1992. In doing so, he created the most successful independent comic book in history. Join Spawn in SPAWN COMPENDIUM, VOL. 4 as he discovers the true meaning of becoming a Hellspawn and settles on a path of bloody revenge in search of a way back to his humanity! Includes SPAWN #151-200, collected for the first time in FULL COLOR and featuring some never-before-collected issues! Collects SPAWN #151-200
Ein fundiertes Referenzwerk zu den statistischen Instrumenten und Softwareprogrammen, die für das Design und die Planung klinischer Studien erforderlich sind. Die erweiterte 4. Auflage von Sample Sizes for Clinical, Laboratory and Epidemiology Studies beinhaltet eine Sample-Size-Software (SSS), Formeln und nummerische Tabellen für die Gestaltung valider klinischer Studien. Das Fachbuch behandelt ebenfalls Labor- und epidemiologische Studien und stellt die Informationen zur Verfügung, damit Studien einen wesentlichen Beitrag zur medizinischen Forschung leisten. Die Autoren, allesamt anerkannte Experten des Fachgebiets, erläutern und untersuchen Schritt für Schritt die vielfältigen Überlegungen bei der Festlegung geeigneter Stichprobengrößen und helfen so bei der Planung von Studien. Bereitgestellt werden ebenfalls Stichprobentabellen mit Erläuterungen und aussagekräftige Beispiele auf der Basis von Echtdaten. Darüber hinaus enthält das Fachbuch ein Literaturverweise und Angaben zu weiterführenden Referenzen zur Unterstützung der vorgestellten Prinzipien. Diese überarbeitete 4. Auflage - ist das bislang einzige Referenzwerk mit einem Softwareprogramm für die Gestaltung und Planung klinischer Studien. - enthält neue und erweiterte Kapitel mit einer Vielzahl neuer und aktualisierter Beispiele. - erläutert verständlich die angewandten Prinzipien und Methoden anhand von Beispielen aus der Praxis. - präsentiert auf nachvollziehbare Weise ein komplexes und dennoch wichtiges Thema, damit die richtigen Methoden verwendet werden und fundierte Ergebnisse veröffentlicht werden können. - bietet Hilfestellung von einem Team international anerkannter Statistikexperten im medizinischen Bereich. Sample Sizes for Clinical, Laboratory and Epidemiology Studies richtet sich an medizinische Forscher aller Disziplinen sowie an Medizinstatistiker. Die aktualisierte 4. Auflage ist ein wichtiges Referenzwerk für die Gestaltung und Planung verlässlicher, evidenzbasierter klinischer Studien.
All new medicines and devices undergo early phase trials to assess, interpret and better understand their efficacy, tolerability and safety. An Introduction to Statistics in Early Phase Trials describes the practical design and analysis of these important early phase clinical trials and provides the crucial statistical basis for their interpretation. It clearly and concisely provides an overview of the most common types of trials undertaken in early phase clinical research and explains the different methodologies used. The impact of statistical technologies on clinical development and the statistical and methodological basis for making clinical and investment decisions are also explained. Conveys key ideas in a concise manner understandable by non-statisticians Explains how to optimise designs in a constrained or fixed resource setting Discusses decision making criteria at the end of Phase II trials Highlights practical day-to-day issues and reporting of early phase trials An Introduction to Statistics in Early Phase Trials is an essential guide for all researchers working in early phase clinical trial development, from clinical pharmacologists and pharmacokineticists through to clinical investigators and medical statisticians. It is also a valuable reference for teachers and students of pharmaceutical medicine learning about the design and analysis of clinical trials.
This book provides statisticians and researchers with the statistical tools - equations, formulae and numerical tables - to design and plan clinical studies and carry out accurate, reliable and reproducible analysis of the data so obtained. There is no way around this as incorrect procedure in clinical studies means that the researcher's paper will not be accepted by a peer-reviewed journal. Planning and analysing clinical studies is a very complicated business and this book provides indispensible factual information. Please go to http://booksupport.wiley.com and enter 9781405146500 to easily download the supporting materials.
Biomimetic Robotic Artificial Muscles presents a comprehensive up-to-date overview of several types of electroactive materials with a view of using them as biomimetic artificial muscles. The purpose of the book is to provide a focused, in-depth, yet self-contained treatment of recent advances made in several promising EAP materials. In particular, ionic polymer-metal composites, conjugated polymers, and dielectric elastomers are considered. Manufacturing, physical characterization, modeling, and control of the materials are presented. Namely, the book adopts a systems perspective to integrate recent developments in material processing, actuator design, control-oriented modeling, and device and robotic applications. While the main focus is on the new developments in these subjects, an effort has been made throughout the book to provide the reader with general, basic information about the materials before going into more advanced topics. As a result, the book is very much self-contained and expected to be accessible for a reader who does not have background in EAPs.Based on the good fundamental knowledge and the versatility of the materials, several promising biomimetic and robotic applications such robotic fish propelled by an IPMC tail, an IPMC energy harvester, an IPMC-based valveless pump, a conjugated polymer petal-driven micropump, and a synthetic elastomer actuator-enabled robotic finger are demonstrated.
When Armageddon consumed the world, Spawn turned against his masters, destroying all life on Earth. While God and Satan continue their endless conflict in a parallel universe, Spawn has re-created the world and resurrected the human race in what has become known as the White Light. The portals to Heaven and Hell are closed, leaving humanity free from the influence of angels and demons.Collects SPAWN #161-166
Biotechnology, a branch of science and a fast-growing source of developing technologies, has shown immense potential for its utility across all the dimensions of our lives. Its applications range from drugs and therapeutics, industrial, household applications, biofuels, and information technology to almost all resource-based sectors, such as manufacturing, aquaculture, agriculture, and forestry. Biotechnology offers outstanding potential to meet the growing demand for food and energy production in a sustainable way. Recognizing its economic and strategic value, countries have implemented several measures to generate a homegrown biotechnology sector and help science-based companies develop. This book covers some of the most important legal issues arising in relation to biotechnology. Topics covered in chapters include 1) the historical development of a legal framework sufficient to protect public safety, 2) the current biotechnology regulatory system and the rules directing the primary agencies that regulate the products of biotechnology (namely the FDA, USDA and EPA), 3) the regulation of human genome editing and its impact on health research, 4) law and emerging genome editing technologies from recombinant DNA technology to CRISPR/Cas9 editing, 5) the development of legal principles to protect property rights in the human body and allow the efficient use of human tissue, organs, DNA, and cell-lines in medical research, and 6) legal issues arising from the use of genetic engineered plants and animals. The authors have ensured that the contents are easy to understand, making this an accessible reference for a broad range of readers. This book, therefore, serves as a quick summary of the prominent legal and regulatory issues in the biotech industry for professionals, as well as scholars in legal study programs.
With Spawn revitalized, it’s time to take his pound of flesh from those who imprisoned and tortured him. Spawn’s most vile villains wage a battle royale of classic proportions in the bowels of Hell itself! Collects SPAWN #147-153
Sombre, mystérieux, glauque et délicieusement teintée d'un humour très noir, Spawn est le comics à lire absolument. La quête d'Al Simmons l'emmène dans les montagnes enneigées du Minnesota, où il est secouru lors d'une tempête par un jeune garçon et sa famille. Mais lorsqu'un groupe de chasseurs est piégé, Spawn doit aller se battre contre une meute d'énormes loups. En rentrant à Chicago, Al est à la recherche d'indices pour percer le plan de Mammon. Il découvre une vieille église, qui abrite un vieil ennemi...
God is not in his Heaven, and all is wrong with the world. The goddess Kali is doing some head-hunting in India while the Angel Zera takes on the Forgotten Ones in a battle for control of the hosts of Heaven. Wanda’s family is being torn apart as Spawn bares his heart to Cyan, and a new foe, The Disciple, stands in the way of Spawn preventing an approaching apocalypse. Collects SPAWN #154-160
Lonely Planet: The world's leading travel guide publisher A Fork in the Road: Tales of Food, Pleasure and Discovery on the Road 2014 James Beard Award Nominee and 2014 Society of Travel Writers Foundation Thomas Lowell Travel Journalism Bronze Award Winner for Travel Book Join us at the table for this 34-course banquet of original stories from food-obsessed writers and chefs sharing their life-changing food experiences. The dubious joy of a Twinkie, the hunger-sauced rhapsody of fish heads, the grand celebration of an Indian wedding feast; the things we eat and the people we eat with remain powerful signposts in our memories, long after the plates have been cleared. Tuck in, and bon appetit! Featuring tales from: James Oseland, Frances Mayes, Giles Coren, Curtis Stone, Annabel Langbein, Neil Perry, Tamasin Day-Lewis, Jay Rayner, Madhur Jaffrey, Michael Pollan, Josh Ozersky, Marcus Samuelsson, Naomi Duguid, Jane and Michael Stern, Francine Prose, Ma Thanegi, Kaui Hart Hemmings, Rita Mae Brown, Monique Truong, Fuschia Dunlop, David Kamp, Mas Masumoto, Daniel Vaughn, Tom Carson, Andre Aciman, MJ Hyland, Alan Richman, Beth Kracklauer, Sigrid Nunez, Chang Rae Lee, Julia Reed, Gael Greene About Lonely Planet: Since 1973, Lonely Planet has become the world's leading travel media company with guidebooks to every destination, a suite of inspiring travel pictorials, literature, and references, an award-winning website, mobile and digital travel products, and a dedicated traveller community. Lonely Planet covers must-see spots but also enables curious travelers to get off beaten paths to understand more of the culture of the places in which they find themselves. Important Notice: The digital edition of this book may not contain all of the images found in the physical edition.
Within a few years of 1912--the year Arizona became the 48th state admitted to the Union--families began to settle on homesteads 30 miles southeast of Phoenix. These early settlers were primarily farmers of diverse heritage and faith. San Tan Mountain provided the backdrop for the arduous task of clearing cactus and thorny scrub brush from the desert. As irrigation water was pumped from drilled wells, crops took root on newly cultivated fields, and the communities of Rittenhouse, Higley, Combs, and Chandler Heights were established. Rittenhouse later became the town of Queen Creek. These communities were influenced--like many others across the Southwest--by war, the Depression, and immigration, all of which challenged and enriched the area.
Success in Accounting begins here! The technical details you need to know and decision making processes you need to understand, with plain language explanations and the power of unlimited practice. Accounting is an engaging resource that focuses on current accounting theory and practice in Australia, within a business context. It emphasises how financial decision-making is based on accurate and complete accounting information and uses case studies to illustrate this in a practical way. The new seventh edition is accurate and up-to-date, guided by extensive technical review feedback and incorporating the latest Australian Accounting Standards. It also provides updated coverage of some of the most significant current issues in accounting such as ethics, information systems and sustainability.
Celebrities can sell anything from cars to clothing, and we are constantly fascinated by their influence over our lifestyle choices. This book makes an important contribution to legal scholarship about the laws governing the commercial appropriation of fame. Exploring the right of publicity in the US and the passing off action in the UK and Australia, David Tan demonstrates how an appreciation of the production, circulation and consumption of fame can be incorporated into a pragmatic framework to further the understanding of the laws protecting the commercial value of the celebrity personality. Using contemporary examples such as social media and appropriation art, Tan shows how present challenges for the law may be addressed using this cultural framework. This book will be of interest to intellectual property law academics, judges, practitioners and students in the US and common law jurisdictions, as well as those in the field of cultural studies.
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