The region between the Baltic and the Black Sea was marked by a set of crises and conflicts in the 1920s and 1930s, demonstrating the diplomatic, military, economic or cultural engagement of France, Germany, Russia, Britain, Italy and Japan in this highly volatile region, and critically damaging the fragile post-Versailles political arrangement. The editors, in naming this region as "Middle Europe" seek to revive the symbolic geography of the time and accentuate its position, situated between Big Powers and two World Wars. The ten case studies in this book combine traditional diplomatic history with a broader emphasis on the geopolitical aspects of Big-Power rivalry to understand the interwar period. The essays claim that the European Big Powers played a key role in regional affairs by keeping the local conflicts and national movements under control and by exploiting the region's natural resources and military dependencies, while at the same time strengthening their prestige through cultural penetration and the cultivation of client networks. The authors, however, want to avoid the simplistic view that the Big Powers fully dominated the lesser players on the European stage. The relationship was indeed hierarchical, but the essays also reveal how the "small states" manipulated Big-Power disagreements, highlighting the limits of the latters' leverage throughout the 1920s and the 1930s.

The Second World War in Eastern Europe is far from a neglected topic, especially since social, cultural, and diplomatic historians have entered a field previously dominated by operational histories, and produced a cornucopia of new scholarship offering a more nuanced picture from both sides of the front. However, until now, the story has still been disjointed and specialized, whereby military, social, economic, and diplomatic histories continue to give their own separate accounts. This collection of essays attempts to bring these themes into a more cohesive whole that tells a complex, multifaceted story of war on the Eastern Front as it truly was. This is one of the few critical examinations that includes both perspectives and looks at the war as a multi‐front effort. It also reveals how myths are created around military conflicts and have direct relevance to current developments in Europe, linking them to a broader discussion of the Second World War, its impact and utility today. It gives a historical dimension to pressing issues and will be of interest and relevance to history students, policymakers, political scientists, diplomats, and foreign policy experts. The Eastern Front will be a useful reference source, since some chapters rely on extensive new archival research and materials, ego sources, as well as extensive findings of non‐Western scholars, thereby bringing their work to the attention of a broader audience.

Throughout American political history, the US government has formed alliances with militias, tribes, and rebels. Sometimes, these alliances have been successful, dramatically reshaping the battlefield. But these alliances have also risked creating larger wars in regions where the United States had no real interest. Understanding these alliances - and much of American political history - requires moving beyond our normal focus on traditional diplomats or social elites. Traders, missionaries, former slaves, and low-level government employees drove these alliances. These intermediaries used their relationships across borders to shape security politics, affecting American and thereby world history. Skillfully integrating political science with history and sociology, Eric Grynaviski provides a novel account of who matters and why in international politics. By developing broader views about political agency - how people come to make a difference in world politics - he brings into focus new histories of world politics and how they matter for scholars and the public.

Maoz views the evolution of international relations over the last two centuries as a set of interacting, cooperative and conflicting networks of states. The networks that emerged are the result of national choice processes about forming or breaking ties with other states. States are constantly concerned with their security and survival in an anarchic world. Their security concerns stem from their external environment and their past conflicts. Because many of them cannot ensure their security by their own power, they need allies to balance against a hostile international environment. The alliance choices made by states define the structure of security cooperation networks and spill over into other cooperative networks, including trade and institutions. Maoz tests his theory by applying social networks analysis (SNA) methods to international relations. He offers a novel perspective as a system of interrelated networks that co-evolve and interact with one another.

Advanced Data Science and Analytics with Python enables data scientists to continue developing their skills and apply them in business as well as academic settings. The subjects discussed in this book are complementary and a follow-up to the topics discussed in Data Science and Analytics with Python. The aim is to cover important advanced areas in data science using tools developed in Python such as SciKit-learn, Pandas, Numpy, Beautiful Soup, NLTK, NetworkX and others. The model development is supported by the use of frameworks such as Keras, TensorFlow and Core ML, as well as Swift for the development of iOS and MacOS applications. Features: Targets readers with a background in programming, who are interested in the tools used in data analytics and data science Uses Python throughout Presents tools, alongside solved examples, with steps that the reader can easily reproduce and adapt to their needs Focuses on the practical use of the tools rather than on lengthy explanations Provides the reader with the opportunity to use the book whenever needed rather than following a sequential path The book can be read independently from the previous volume and each of the chapters in this volume is sufficiently independent from the others, providing flexibility for the reader. Each of the topics addressed in the book tackles the data science workflow from a practical perspective, concentrating on the process and results obtained. The implementation and deployment of trained models are central to the book. Time series analysis, natural language processing, topic modelling, social network analysis, neural networks and deep learning are comprehensively covered. The book discusses the need to develop data products and addresses the subject of bringing models to their intended audiences – in this case, literally to the users’ fingertips in the form of an iPhone app. About the Author Dr. Jesús Rogel-Salazar is a lead data scientist in the field, working for companies such as Tympa Health Technologies, Barclays, AKQA, IBM Data Science Studio and Dow Jones. He is a visiting researcher at the Department of Physics at Imperial College London, UK and a member of the School of Physics, Astronomy and Mathematics at the University of Hertfordshire, UK.

Examines why many governments, rebels, and terrorist organizations are using children as soldiers.

Explores the ambiguities and contradictions that disrupt the assumed boundaries of battle zones Against the fabric of suffering that unfolds around more spectacular injuries and deaths, The War In-Between studies visual depictions of banal, routine, or inscrutable aspects of militarized violence. Spaces of the in-between are both broader and much less visible than battlefields, even though struggles for survival arise out of the same conditions of structural violence. Visual artifacts including photographs, video, data visualizations, fabric art, and craft projects provide different vantage points on the quotidian impacts of militarism, whether it is the banality of everyday violence for non-combatants or the daily struggles of soldiers living with physical and emotional trauma. Three interrelated concepts frame the book’s attempt to “stay” in the moment of looking at visual cultures of survival. First, the concept of the war in-between captures those interstitial spaces of war where violence and survival persist side-by-side. Second, this book expands the concept of indexicality to consider how images of the in-between rely on a range of indexical traces to produce alternative visualities about survival and endurance. Third, the book introduces an asymptotic analysis to explore the value in getting close to the diverse experiences that comprise the war in-between, even if the horizon line of experience is always just out of reach. Exploring the capaciousness of survival reveals that there is more to feel and engage in war images than just mangled bodies, collapsing buildings, and industrialized death. The War In-Between, Kozol argues, offers not a better truth about war but an accounting of visualities that arise at the otherwise unthinkable junction of conflict and survival.