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Machine Learning and Data Science Blueprints for Finance: From Building Trading Strategies to Robo-Advisors Using Python - Original PDF
Machine Learning and Data Science Blueprints for Finance: From Building Trading Strategies to Robo-Advisors Using Python - Original PDF
نویسندگان: Hariom Tatsat, Sahil Puri , Brad Lookabaugh خلاصه: Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You’ll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP). Ideal for professionals working at hedge funds, investment and retail banks, and fintech firms, this book also delves deep into portfolio management, algorithmic trading, derivative pricing, fraud detection, asset price prediction, sentiment analysis, and chatbot development. You’ll explore real-life problems faced by practitioners and learn scientifically sound solutions supported by code and examples. This book covers: • Supervised learning regression-based models for trading strategies, derivative pricing, and portfolio management • Supervised learning classification-based models for credit default risk prediction, fraud detection, and trading strategies • Dimensionality reduction techniques with case studies in portfolio management, trading strategy, and yield curve construction • Algorithms and clustering techniques for finding similar objects, with case studies in trading strategies and portfolio management • Reinforcement learning models and techniques used for building trading strategies, derivatives hedging, and portfolio management • NLP techniques using Python libraries such as NLTK and scikit-learn for transforming text into meaningful representations
Applications of computational intelligence in data-driven trading - Original PDF
Applications of computational intelligence in data-driven trading - Original PDF
نویسندگان: Doloc, Cris خلاصه: "The objective of this book is to introduce the reader to the field of Computational Finance using the framework of Machine Learning as a tool of scientific inquiry. It is an attempt to integrate these two topics: how to use Machine Learning as the tool of choice in solving topical problems in Computational Finance. Readers will learn modern methods used by financial engineers and quantitative analysts to access, Read more...
Emerging Powers and the World Trading System: The Past and Future of International Economic Law - Original PDF
Emerging Powers and the World Trading System: The Past and Future of International Economic Law - Original PDF
نویسندگان: Gregory Shaffer خلاصه: Victorious after World War II and the Cold War, the United States and its allies largely wrote the rules for international trade and investment. Yet, by 2020, it was the United States that became the great disrupter – disenchanted with the rules' constraints. Paradoxically, China, India, Brazil, and other emerging economies became stakeholders in and, at times, defenders of economic globalization and the rules regulating it. Emerging Powers and the World Trading System explains how this came to be and addresses the micropolitics of trade law – what has been developing under the surface of the business of trade through the practice of law, which has broad macro implications. This book provides a necessary complement to political and economic accounts for understanding why, at a time of hegemonic transition where economic security and geopolitics assume greater roles, the United States challenged, and emerging powers became defenders, of the legal order that the United States created.
Tourism and sustainability : development and new tourism in the Third World - Original PDF
Tourism and sustainability : development and new tourism in the Third World - Original PDF
نویسندگان: Martin Mowforth; Ian Munt خلاصه: Building upon this fundamental precept, this book explores and challenges the notions of sustainability, globalization and development, and their relationship ...
Tourism and the Environment: Regional, Economic, Cultural and Policy Issues - Original PDF
Tourism and the Environment: Regional, Economic, Cultural and Policy Issues - Original PDF
نویسندگان: Helen Briassoulis, Jan van der Straaten (auth.), Helen Briassoulis, Jan van der Straaten (eds.) خلاصه: There is a complex relationship between the environment and the development of tourism, which this book discusses in a thorough and informative manner. Specialists from several disciplines pay attention to the challenges of sustainable tourism, devoting their full attention to cultural, regional and policy issues. This is a revised edition that has been expanded to 22 contributions, with inclusion of the cultural element. All chapters have been updated to include new data and information added to the existing body of literature in the last 7 years. It includes new developments and new insights into the relationship between tourism and the environment. An invaluable sequel to the first edition.
Taking Tourism to the Limits. Issues, Concepts and Managerial Perspectives - Original PDF
Taking Tourism to the Limits. Issues, Concepts and Managerial Perspectives - Original PDF
نویسندگان: Chris Ryan, Stephen J. Page and Michelle Aicken (Eds.) خلاصه: "Taking Tourism to the Limits explores concepts and challenges facing contemporary tourism in five main sections, namely in tourism planning and management, nature based tourism, dark tourism, adventure and sport tourism and the accommodation industry. Drawing upon case studies, current research and conceptualizations these different facets of the 'limits' are each introduced by the editors with commentaries that
New Issues in Polar Tourism: Communities, Environments, Politics - Original PDF
New Issues in Polar Tourism: Communities, Environments, Politics - Original PDF
نویسندگان: Dieter K. Müller Ph.D., Linda Lundmark Ph.D. (auth.), Dieter K. Müller, Linda Lundmark, Raynald H. Lemelin (eds.) خلاصه: New Issues in Polar Tourism traces and analyzes a decade of growing interest in the polar regions, and the consequent challenges and opportunities of increasing tourist traffic in formerly remote and seldom-visited places. The book arises from the recently-formed International Polar Tourism Research Network (IPTRN), and documents the outcomes of its 2010 conference, held at Sweden’s Abisko Scientific Research Station.
Cruise Tourism and Society: A Socio-economic Perspective - Original PDF
Cruise Tourism and Society: A Socio-economic Perspective - Original PDF
نویسندگان: Zrinka Marušić, Ivan Sever, Neven Ivandić (auth.), Alexis Papathanassis, Tihomir Lukovic, Michael Vogel (eds.) خلاصه: he growth and increased popularity of cruises is accompanied by a number of sustainability issues concerning the environment, the port economies and societies; on board and at shore. The sustainability imperative ultimately leads to operational, economical as well as image-related challenges for the sector's decision-makers and stakeholders. This collection of peer-reviewed papers, presented during the 3rd International Cruise Conference (Dubrovnik, Croatia), seeks to address those issues and contribute to their management in the mid-term.
The Discovery of Tourism Vol.13 - Original PDF
The Discovery of Tourism Vol.13 - Original PDF
نویسندگان: Stephen L. J. Smith خلاصه: The book will follow the precedent set by Dennison Nash's "Tourism Social Science Series" anthology, "The Study of Tourism". "The Discovery of Tourism", will present the personal histories of some of the world's leading tourism geographers, many of whom pioneered the field.
OECD Studies on Tourism: Italy. Review of Issues and Policies - Original PDF
OECD Studies on Tourism: Italy. Review of Issues and Policies - Original PDF
نویسندگان: OECD خلاصه: This report sets out the main analysis and recommendations of the tourism policy review of Italy. It assesses the current state of tourism performance in Italy, its framework conditions and business environment, the existing set of tourism policies and programmes, especially in the area of statistics, promotion and education and training.

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