Ökonomi & Finanzen

Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a reputation for being complex and difficult. This hands-on guide teaches you how to develop a deep learning trading model from scratch using Python, and it also helps you create and backtest trading algorithms based on machine learning and reinforcement learning. Sofien Kaabar--financial author, trading consultant, and institutional market strategist--introduces deep learning strategies that combine technical and quantitative analyses. By fusing deep learning concepts with technical analysis, this unique book presents outside-the-box ideas in the world of financial trading. This A-Z guide also includes a full introduction to technical analysis, evaluating machine learning algorithms, and algorithm optimization. Understand and create machine learning and deep learning models Explore the details behind reinforcement learning and see how it's used in time series Understand how to interpret performance evaluation metrics Examine technical analysis and learn how it works in financial markets Create technical indicators in Python and combine them with ML models for optimization Evaluate the models' profitability and predictability to understand their limitations and potential

Discover the truth behind the much-derided world of estate agency in this no-holds-barred account. From gazumping and sealed bids to Dutch auctions and life-affirming philosophy, this brutally honest book delves into all aspects of the housing market that have never been available to the general public. Written by a local author who may have sold your house or sold one to you, this book sheds light on the mysteries of estate agency and the rationale behind its practices. Is estate agency really just money for old rope? What links it to the dropping of the atomic bomb? What phrase from 1928 is still causing angst in the house buying process? With fascinating insights into the history of estate agents and even a discussion of the role of the Bible in the industry, this book explores the tall stories and interesting views that make up this complex world. Whether you're a seasoned property buyer or just curious about the industry, prepare to be stultified and enlightened by this intriguing read. As any self-respecting estate agent would say, an internal inspection is highly recommended. So read on and discover the secrets of estate agency that have never been revealed before.

How can the Kingdom of God transform the powerlessness of the poor?Jayakumar Christian argues that in order to provide sustainable solutions to powerlessness, poverty and oppression, it is critical to challenge and redefine power from the perspective of the kingdom of God. Only when we realise that we are all 'empty-handed' before God can broken relationships be restored.

A Defence of Our Intergalactic Common Interests

Net Zero is not enough. We have dithered so long about climate change that, by now, we would need to go to negative-emissions territory, well before 2050, to keep global warming under the iconic 1.5°C target. The national commitments made so far fall short of what is needed, and so do the investments envisioned. But even with the best of intentions, it is hard for policymakers and potential investors to discern where, in the profusion of initiatives and technologies, it would make sense to focus their attention and resources.This is where this book comes in. It offers a clear-eyed view of how far along the decarbonization path six key sectors of the economy are¿namely energy, utilities, transportation, industry, buildings, and agriculture¿and which areas and technologies within each sector are promising in terms of investments to advance the cause. Furthermore, a special chapter on Africa spotlights a continent that is simultaneously one of the worst affected by climate change, the most likely to see its greenhouse gas emissions increase¿and the one with the greatest potential for solving the West's, and the world¿s, energy transition and economic growth conundrum.As such, the book serves as a concise guide both to the state of the battle against global warming, and for investors, professionals, and policymakers to find their way through the maze of options.

This book explores the transformative potential of ChatGPT, Web3, and their impact on productivity and various industries. It delves into Generative AI (GenAI) and its representative platform ChatGPT, their synergy with Web3, and how they can revolutionize business operations. It covers the potential impact surpassing prior industrial revolutions.After providing an overview of GenAI, ChatGPT, and Web3, it investigates business applications in various industries and areas, such as product management, finance, real estate, gaming, and government, highlighting value creation and operational revolution through their integration. It also explores their impact on content generation, customer service, personalization, and data analysis and examines how the technologies can enhance content quality, customer experiences, sales, revenue, and resource efficiency. Moreover, it addresses security, privacy, and ethics concerns, emphasizing the responsible implementation of ChatGPT and Web3. Written by experts in this field, this book is aimed at business leaders, entrepreneurs, students, investors, and professionals who are seeking insights into ChatGPT, ChatGPT Plug-in, GPT-based autonomous agents, and the integration of Gen AI and Web3 in business applications.

This book analyses Member States¿ and EU neighbours¿ national visions for the enlargement of the European Union (EU), highlighting 41 national histories, policies, and corresponding public perceptions of European integration. In a geopolitical context in which Russiäs war of aggression in Ukraine has renewed the impetus for EU enlargement, national views vary considerably on the timing, conditions, and reforms necessary to welcome Eastern neighbours and the Western Balkans countries into the European family. Moreover, EU enlargement policy is not only an investment in peace and stability; it has also become a political tool in response to the exploitation of interdependencies and illiberal pressures. This book presents concrete policy recommendations to national governments and the EU on how to move forward productively.

This book presents important discussions in the domain of space tourism and its legal implications across the globe. A must read for scholars and researchers of law, space science, outer space law, this book will also be of interest to those exploring space studies, environmental studies, and political economy.

This book discusses development of social enterprises in eight countries around the world, including China, India, Great Britain, the United States and the Czech Republic.

This book examines property legislation and the actual position of women in receiving, holding and passing on family property as daughters, wives and as widows throughout history.

The purpose of this book is to analyse the effectiveness of digital technologies as well as the fundamental factors that contribute to technological progress in the long run. It also examines structural and qualitative shifts in economies and societies.

Planning and Scheduling Techniques for Project Management is a highly readable guide to the essentials of project planning, scheduling, and control.

Green Finance and Renewable Energy in ASEAN and East Asia edited by Phoumin, Taghizadeh-Hesary and Kimura provides several empirical policy-oriented studies with new data on ASEAN member states and East Asian economies that deal with innovative and market-based solutions for unlocking private investments in renewable energy projects.

This book brings global leaders in the cultural field into dialogue with academics and experts to offer profound insight and perspectives on the complex issues the cultural sector faces in a rapidly accelerating and destabilising twenty-first century context.

This book brings global leaders in the cultural field into dialogue with academics and experts to offer profound insight and perspectives on the complex issues the cultural sector faces in a rapidly accelerating and destabilising twenty-first century context.

This collection provides a primer to the process and promise of computational modeling for industrial-organizational psychologists.