AI is transforming numerous industries. Machine Learning Yearning, a free ebook from Andrew Ng, teaches you how to structure Machine Learning projects.
This book is focused not on teaching you ML algorithms, but on how to make ML algorithms work. After reading Machine Learning Yearning, you will be able to:
- Prioritize the most promising direc...
This tutorial introduces libelf, a library for reading and writing object code in the Extensible Linking Format (ELF) file format.
- Getting started with libelf: obtaining a handle to an ELF object, establishing a working ELF version, and handling errors reported by libelf.
- How ELF data structures are laid out in-memory and on disk, the notions...
Recent acts of terrorism and the current unrest in the Middle East remind us how important it is to understand the relationship between violence, peace and democracy. In a challenging and insightful essay, Amartya Sen explores ideas around 'organised violence' (such as war, genocide and terrorism) and violence against the individual. High...
Historians often assume a one-directional transmission of knowledge and ideas, leading to the establishment of spatial hierarchies defined as centres and peripheries. In recent decades, transnational and global history have contributed to a more inclusive understanding of intellectual and cultural exchanges that profoundly challenged the ways in wh...
Comics Beyond the Page in Latin America is a cutting-edge study of the expanding worlds of Latin American comics. Despite lack of funding and institutional support, not since the mid-twentieth century have comics in the region been so dynamic, so diverse and so engaged with pressing social and cultural issues. Comics are being used as essential too...
Across the Western world, full membership of society is established through entitlements to space and formalized in the institutions of property and citizenship. Those without such entitlements are deemed less than fully human as they struggle to find a place where they can symbolically and physically exist. Written by an anthropologist who acciden...
Your customers demand and deserve better security and privacy in their software. This book is the first to detail a rigorous, proven methodology that measurably minimizes security bugs - the Security Development Lifecycle (SDL). In this long-awaited book, security experts Michael Howard and Steve Lipner from the Microsoft Security Engineering Team ...
"Narratives of Memory, Migration, and Xenophobia in the European Union and Canada" explores the role of memory and narratives of the past political tools and opportunities for cultural reconciliation. This is an edited volume that compiles the proceedings of an interdisciplinary conference and graduate field school that took place in the ...
This new open access edition supported by the Fragility Fracture Network aims at giving the widest possible dissemination on fragility fracture (especially hip fracture) management and notably in countries where this expertise is sorely needed. It has been extensively revised and updated by the experts of this network to provide a unique and reliab...
Development of embedded software has for some years mainly been carried out by hardware-aware programming using the C-language, and in some cases even in assembly languages. This works well in simple cases when the application demands and the hardware are known at design time, and the size of the (statically defined) software is small. When applica...
Streamline software development with Jenkins, the popular Java-based open source tool that has revolutionized the way teams think about Continuous Integration (CI). This complete guide shows you how to automate your build, integration, release, and deployment processes with Jenkins - and demonstrates how CI can save you time, money, and many headac...
Books about Oxford have generally focused on the University rather than the city. This original book on the local politics of Oxford City from 1830 to 1980 is based on a comprehensive analysis of primary sources and tells the story of the city's progressive politics. The book traces this history from Chartism and electoral reform in the mid-ni...
Why do we play games and why do we play them on computers? The contributors of Games and Rules take a closer look at the core of each game and the motivational system that is the game mechanics. Games are control circuits that organize the game world with their (joint) players and establish motivations in a dedicated space, a "Magic Circle,&qu...
So you're a manager, or at least you want to be, and you're looking for a good roadmap to help you prepare. If you want to be the kind of manager people really admire, this ebook is a good place to start. Instead of tactics and solutions, author Robert Hoekman, Jr. provides you with a belief system - an approach to solutions that you can ...
Modern science communication has emerged in the twentieth century as a field of study, a body of practice and a profession - and it is a practice with deep historical roots. We have seen the birth of interactive science centres, the first university actions in teaching and conducting research, and a sharp growth in employment of science communicato...
'Love is harder to explain than hunger, for a piece of fruit does not feel the desire to be eaten': Denis Diderot's Éléments de physiologie presents a world in flux, turning on the relationship between man, matter and mind. In this late work, Diderot delves playfully into the relationship between bodily sensation, emotion and perce...
This open book gathers authoritative contributions concerning multiscale problems in biomechanics, geomechanics, materials science and tribology. It is written in memory of Sergey Grigorievich Psakhie to feature various aspects of his multifaceted research interests, ranging from theoretical physics, computer modeling of materials and material char...
This open book offers essential information on values-based practice (VBP): the clinical skills involved, teamwork and person-centered care, links between values and evidence, and the importance of partnerships in shared decision-making. Different cultures have different values; for example, partnership in decision-making looks very different, from...
This open book provides a concise yet comprehensive overview on how to build a quality management program for hematopoietic stem cell transplantation (HSCT) and cellular therapy. The text reviews all the essential steps and elements necessary for establishing a quality management program and achieving accreditation in HSCT and cellular therapy. Spe...
This open book describes the serious threat of invasive species to native ecosystems. Invasive species have caused and will continue to cause enormous ecological and economic damage with ever increasing world trade. This multi-disciplinary book, written by over 100 national experts, presents the latest research on a wide range of natural science an...
This open book shares the experiences of Tropical Legumes III (TLIII) project in facilitating access to seed of improved legume varieties to smallholder farmers through innovation platforms. It highlights practices and guiding principles implemented in eight developing countries of sub-Saharan Africa and South Asia. This book details key processes ...
This open book offers a selection of research papers and case studies presented at the 3rd international conference "Smart and Sustainable Planning for Cities and Regions", held in December 2019 in Bolzano, Italy, and explores the concept of smart and sustainable planning, including top contributions from academics, policy makers, consult...
This open book explores how biometric data is increasingly flowing across borders in order to limit, control and contain the mobility of selected people, namely criminalized populations. It introduces the concept of bio-bordering, using it to capture reverse patterns of bordering and ordering practices linked to transnational biometric data exchang...
This open book provides the first-ever comparative study on criminal policy concerning the illicit trade of tobacco, conducted among four comparatively new EU Member States (Lithuania, Poland, Slovakia and Romania) and two "old" EU countries (Germany and Italy). The book addresses the national legal frameworks, current criminological situ...
This open book reviews the water-agro-food and socio-eco-system of the Seine River basin (76,000 km2), and offers a historical perspective on the river's long-term contamination. The Seine basin is inhabited by circa 17 million people and is impacted by intensive agricultural practices and industrial activities. These pressures have gradually ...
This open handbook, the first of its kind, provides a comprehensive and carefully curated multidisciplinary genre-spanning view of the state of the field of Critical Menstruation Studies, opening up new directions in research and advocacy. It is animated by the central question: "what new lines of inquiry are possible when we center our attent...
This open volume aims to methodologically improve our understanding of biodiversity by linking disciplines that incorporate remote sensing, and uniting data and perspectives in the fields of biology, landscape ecology, and geography. The book provides a framework for how biodiversity can be detected and evaluated - focusing particularly on plants -...
This open book presents the proceedings of the 3rd Indo-German Conference on Sustainability in Engineering held at Birla Institute of Technology and Science, Pilani, India, on September 16 - 17, 2019. Intended to foster the synergies between research and education, the conference is one of the joint activities of the BITS Pilani and TU Braunschweig...
This open book describes and reviews the development of the quality control mechanisms and methodologies associated with IEA's extensive program of educational research. A group of renowned international researchers, directly involved in the design and execution of IEA's international large-scale assessments (ILSAs), describe the operatio...
This open book highlights the major outcomes of the fourth edition of the Future of Higher Education - Bologna Process Researchers Conference (January 2020), which has already established itself as a landmark in the European higher education environment. The conference provides a unique forum for dialogue between researchers, experts and policy mak...
This open book focuses on theoretical and empirical intersections between governance, knowledge and space from an interdisciplinary perspective. The contributions elucidate how knowledge is a prerequisite as well as a driver of governance efficacy, and conversely, how governance affects the creation and use of knowledge and innovation in geographic...
This open access State-of-the-Art Survey presents the main recent scientific outcomes in the area of reversible computation, focusing on those that have emerged during COST Action IC1405 "Reversible Computation - Extending Horizons of Computing", a European research network that operated from May 2015 to April 2019.Reversible computation ...