Explores the impact of the end of the cold war on the opinions of American elites on foreign policy

From the ill-fated dot-com bubble to unprecedented merger and acquisition activity to scandal, greed, and, ultimately, recession -- we've learned that widespread and difficult change is no longer the exception. By outlining the process organizations have used to achieve transformational goals and by identifying where and how even top performers derail during the change process, Kotter provides a practical resource for leaders and managers charged with making change initiatives work.

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.

National security is pervasive in government and society, but there is little scholarly attention devoted to understanding the context, institutions, and processes the U.S. government uses to promote the general welfare. The Oxford Handbook of U.S. National Security aims to fill this gap. Coming from academia and the national security community, its contributors analyze key institutions and processes that promote the peace and prosperity of the United States and, by extension, its allies and other partners. By examining contemporary challenges to U.S. national security, contributors consider ways to advance national interests. The United States is entering uncharted waters. The assumptions and verities of the Washington consensus and the early post-Cold War have broken down. After 15 years of war and the inability of two presidents to set a new long-term U.S. foreign policy approach in place, the uncertainties of the Trump administration symbolize the questioning of assumptions that is now going on as Americans work to re-define their place in the world. This handbook serves as a "how to" guide for students and practitioners to understand the key issues and roadblocks confronting those working to improve national security. The first section establishes the scope of national security highlighting the important debates to bridge the practitioner and scholarly approaches to national security. The second section outlines the major national security actors in the U.S. government, describes the legislative authorities and appropriations available to each institution, and considers the organizational essence of each actor to explain behavior during policy discussions. It also examines the tools of national security such as diplomacy, arms control, and economic statecraft. The third section focuses on underlying strategic approaches to national security addressing deterrence, nuclear and cyber issues, and multilateral approaches to foreign policy. The final section surveys the landscape of contemporary national security challenges. This is a critical resource for anyone trying to understand the complex mechanisms and institutions that govern U.S. national security.

This completely revised and updated edition with all new color photos brings together in a single volume the anchoring systems most popular among climbers. Most climbers today learn their craft on artificial climbing walls and on sport routes with fixed protection. Their first efforts to lead on trad routes often come as a rude shock--they find that they haven't the skills and training to safeguard the climb or to set up solid belays. This new edition of Climbing Anchors is the climber's complete and authoritative source of information on protection, from fundamental knots to sophisticated rigging and equalizing skills.

Do you have friend, family member, or loved one in the throes of addiction? Do you feel tossed by the storm of their struggle, wondering how to stay anchored in truth and hope as you walk beside them? Deborah Bailey has been there. Having lost her precious daughter to the darkness of addiction, she knows what it’s like to run to God in prayer and Scripture, asking the hard questions and dealing with great loss head-on. In God Our Anchor: Held Fast Through A Loved One’s Addiction, Deborah has crafted thirty devotionals for those who face a similar journey. Each thoughtful entry helps the reader navigate the storm of a loved one’s addiction and hold fast to our great anchor, the Lord. Whether you have lost loved ones to addiction, or still walk beside them even now in their struggle, Deborah’s devotionals are a safe harbor for you to meet the Lord, letting Him hold you fast in some of the roughest waters a person can brave.