محصولات
From Data to Trade: A Machine Learning Approach to Quantitative Trading - Original PDF
From Data to Trade: A Machine Learning Approach to Quantitative Trading - Original PDF
نویسندگان: Gautier Marti خلاصه: Machine Learning has revolutionized the field of quantitative trading, enabling traders to develop and implement sophisticated trading strategies that leverage large amounts of data and advanced modeling techniques. In this book, we provide a comprehensive overview of Machine Learning for quantitative trading, covering the fundamental concepts, techniques, and applications of Machine Learning in the financial industry. We start by introducing the key concepts and challenges of Machine Learning for quantitative trading, including feature engineering, model selection, and backtesting. We then delve into the various Machine Learning approaches that are commonly used in quantitative trading, including supervised learning, unsupervised learning, and reinforcement learning. We also discuss the challenges and best practices of implementing Machine Learning models in the live market, including the role of data quality, the importance of risk management, and the need for ongoing model monitoring and validation. Throughout the book, we provide numerous examples and case studies to illustrate the concepts and techniques discussed, and we also include practical tips and resources to help traders and practitioners get started with Machine Learning for quantitative trading. This book is an essential resource for anyone looking to gain a deeper understanding of how Machine Learning is transforming the world of finance. This groundbreaking work offers a unique perspective on the use of Machine Learning in the financial markets, as it was created by an advanced Artificial Intelligence (AI) using its own Machine Learning algorithms to analyze vast amounts of data and construct a comprehensive guide on the subject. Machine Learning is a type of artificial intelligence that enables computers to learn and adapt without being explicitly programmed. It involves the use of algorithms and statistical models to analyze data and make predictions or decisions based on the patterns and trends that it identifies. In Machine Learning, a computer is trained to recognize patterns in data by being presented with a large number of examples of the patterns that it should recognize. As the computer processes these examples, it "learns" the characteristics of the patterns and becomes better at recognizing them. Once the computer has learned to recognize the patterns, it can then be used to make predictions or decisions based on new data that it has not seen before. There are many different types of machine learning, including supervised learning, unsupervised learning, semi-supervised learning, and reinforcement learning. Each type of Machine Learning involves a different approach to training the computer and making predictions or decisions based on the data. Machine Learning is used in a wide range of applications, including image and speech recognition, natural language processing (NLP), recommendation systems, and fraud detection. It has the potential to transform many different industries by automating tasks that would be difficult or impossible for humans to perform, and by enabling computers to make decisions and predictions based on data in a way that is more accurate and efficient than human judgment. In “From Data to Trade: A Quantitative Approach to Machine Learning,” readers will learn about the latest techniques and approaches for using Machine Learning in quantitative trading, as well as practical advice for implementing these methods in their own trading strategies. From basic concepts to advanced techniques, this book covers it all and is an invaluable resource for traders at any level of experience.
Natural Polymer Drug Delivery Systems: Nanoparticles, Plants, and Algae - Original PDF
Natural Polymer Drug Delivery Systems: Nanoparticles, Plants, and Algae - Original PDF
نویسندگان: Saurabh Bhatia خلاصه: Drug delivery is attractive approach for medicine fi eld, as more potent and specifi c drugs are being developed. With the integration of nanotechnology, socalled smart drug-delivery systems integrate biosensing functionalities which sustain independently in vivo reaction control that resulting in part unique features of the term Nanomedicine. Nanotechnology is one of the very frontiers of science today. Current polymeric research is dominantly participating in the advancement of nanotechnology by offering the controlled release of therapeutic agents in constant doses over prolong periods, cyclic dosage, and tunable release of both hydrophilic and hydrophobic drugs. Many biomaterials can be used to this end, offering extensive chemical diversity and the potential for further modifi cation using nanoparticles. Conventional methods of drug delivery present several disadvantages, mainly due to off-target effects that may originate severe side and toxic effect to healthy tissues. New drug delivery systems based on nanoscale devices showing new and improved properties and developed as promising solutions for achieving desirable therapeutic effi cacy. Here, we provide a broad overview of novel nanoparticle based drug delivery systems, covering its innovations, applications and commercialization systems using both natural and synthetic polymers.
The index trading course - Original PDF
The index trading course - Original PDF
نویسندگان: George A. Fontanills, Tom Gentile, Frederic Ruffy خلاصه: "George and Tom apply their considerable options trading and teaching expertise to the arena of broad-based and sector indices. Index options traders will find the techniques, systems, and strategies invaluable-and so will those who aren't yet index traders, but want to learn to be." —Larry McMillan, President, McMillan Analysis Corporation author, Profit with Options
The handbook of pairs trading: strategies using equities, options, and futures - Original PDF
The handbook of pairs trading: strategies using equities, options, and futures - Original PDF
نویسندگان: Douglas S. Ehrman خلاصه: Learn both the theory and practice of pairs trading, why it is consistently profitable, and how you can apply the strategies in your own trading with this valuable guide. Author Douglas Ehrman covers pairs trading involving stocks, options on stocks, and futures contracts, and explains how this type of trading allows you to profit from the changing price relationship of securities. In addition to a comprehensive discussion of the theories involved, he also includes practical examples that will to help you put what you've learned into practice. Douglas S. Ehrman is a hedge fund manager and a leading authority on pairs trading. He is one of the founders and the Chief Executive Officer of AlphAmerica Asset Management LLC in Chicago. He also served as the chief executive officer of AlphAmerica Financial, Inc., the company that operated PairsTrading.com prior to its merger with PairTrader.com.
Integrative Systemic Therapy in Practice: A Clinician's Handbook - Original PDF
Integrative Systemic Therapy in Practice: A Clinician's Handbook - Original PDF
نویسندگان: William P. Russell, Douglas C. Breunlin, Bahareh Sahebi خلاصه: This essential handbook provides clinicians with the tools to introduce Integrative Systemic Therapy (IST) into their practice working with individuals, couples, and families. Describing the "how to" and "how to decide what to do" aspects of IST, this book outlines a practical, problem-solving approach that considers client strengths and and cultural contexts in the process of integrating interventions from various therapy models and empirically supported treatments. Chapters demonstrate how problem-solving tasks can be accomplished using the IST blueprint for therapy and include scenarios that will challenge the reader to think through the specific steps for IST, encouraging them to consider the therapeutic alliance and the use of self in therapy. For supervisors, trainers, and clinicians familiar with IST, this book will enrich and deepen their understanding of it. The book is also relevant for clinicians and supervisors of all types of therapy who seek to become more integrative and systemic in their work.
IFS Internal Family Systems Therapy (The Guilford Family Therapy Series) - Original PDF
IFS Internal Family Systems Therapy (The Guilford Family Therapy Series) - Original PDF
نویسندگان: Richard C. Schwartz خلاصه: This book has been replaced by Internal Family Systems Therapy, Second Edition, ISBN 978-1-4625-4146-1.
Family Systems Theory Simplified: Applying and Understanding Systemic Therapy Models - Original PDF
Family Systems Theory Simplified: Applying and Understanding Systemic Therapy Models - Original PDF
نویسندگان: Bethany C. Suppes خلاصه: In this textbook for students and instructors of marriage and family therapy, Bethany C. Suppes offers a refreshed perspective of family systems therapy (FST), focusing on the importance of understanding its concepts and demonstrating how models of marriage and family therapy can appear practically in counseling. In Part I, Suppes begins with a theoretical overview of FST, including the history of development, key theorists, and defining core concepts. In Part II, she focuses on application and explores nine key components of FST, identifying how various systemic therapy models apply these concepts. The book also covers the professional responsibilities of the systemic therapist and cultural considerations for those using the theory professionally. Primarily written for those having their first exposure to the ideas of FST, it explains concepts in a language and structure that is more comprehensive and culturally aware than existing literature, aiming to improve the therapeutic process for both therapist and client
Rheology and Processing of Polymeric Materials: Polymer Rheology - Original PDF
Rheology and Processing of Polymeric Materials: Polymer Rheology - Original PDF
نویسندگان: Chang Dae Han خلاصه: Volume 1 presents first fundamental principles of the rheology of polymeric fluid including kinematics and stresses of a deformable body, the continuum theory for the viscoelasticity of flexible homogeneous polymeric liquids, the molecular theory for the viscoelasticity of flexible homogeneous polymeric liquids, and the experimental methods for the measurement of the rheological properties of poylmeric liquids. The materials presented are intended to set a stage for the subsequent chapters by introducing the basic concepts and principles of rheology, from both phenomenological and molecular perspectives, ofstructurally simple flexible and homogeneous polymeric liquids. Next, this volume presents the rheological behavior of structurally complex polymeric materials including miscible polymer blends, block copolymers, liquid-crystalline polymers, thermoplastic polyurethanes, immiscible polymer blends, perticulare-filled polymers, organoclay nanocomposites, molten polymers with dissolved gas, and thermosts.
Spirituality in Systemic Family Therapy Supervision and Training - Original PDF
Spirituality in Systemic Family Therapy Supervision and Training - Original PDF
نویسندگان: Suzanne M. Coyle خلاصه: This book examines the implications of exploring spirituality through the lens of human relationships. It addresses systemic supervision and training and explores a systemic approach to the development of the self. The book provides an educational methodology that lays a foundation in describing an operational model of spirituality that is applicable for both theistic and nontheistic perspectives. In addition, it details how spirituality is itself a diversity as well as explores spirituality through a lens of diversity. In addition, a pilot research project on spirituality set in a MFT Live Supervision Group illustrates how to apply a systemic approach to spirituality. Finally, the book offers examples of practice using spirituality in various training settings. Key areas of coverage include: · How a systemic approach to spirituality enables the lens of relationship and diversity to enrich supervising and teaching family therapy emerging from the self of therapist concerns. · Theoretical perspectives that connect systemic practice with spirituality in an approach for family therapy. · How a systemic spiritual approach can be used in training marriage and family therapists. · Interventions that focus on how a relational systemic approach views transcendence and immanence from both clinical and spiritual perspectives. · Concepts that inform supervision and training with the goals of educating students to be spiritually literate and spiritually sensitive. · Barriers to implementing this approach with examples of how to address such obstacles. Spirituality in Systemic Family Therapy Supervision and Training is a must-have resource for researchers, professors, graduate students as well as clinicians, supervisors, and professionals in clinical psychology, family studies / family therapy, and public health as well as all interrelated disciplines.
Bilingualism, Culture, and Social Justice in Family Therapy - Original PDF
Bilingualism, Culture, and Social Justice in Family Therapy - Original PDF
نویسندگان: marcela polanco; Navid Zamani; Christina Da Hee Kim خلاصه: This volume advocates for justice in language rights through its explorations of bilingualism in family therapy, from the perspectives of eighteen languages identified by the authors: Black Talk/Ebonics/Slang, Farsi, Fenglish, Arabic, Italian, Cantonese Chinese, South Korean, Mandarin Chinese, Vietnamese, Spanish, Chilean Spanish, Mexican Spanish, Colombian Spanglish, Madrileño Spanish, Spanglish, Pocho Spanish, Colloquial Spanish, and English. It identifies standard English as the current language most often used across family therapy programs and services in the United States. The book discusses efforts to respond to the rapidly changing linguistic landscape and the increasingly high demand for appropriate therapy services that respond effectively to diverse families in America. It discusses recruitment and training of linguistically diverse family therapists and strategies to promote linguistic equality to support the rights of family therapists, their practices, and the communities they serve. Chapters explore ways to integrate languages in professional and personal lives, including the improvisational, self-taught translanguaging skills and practices that go beyond the lexical and grammatical rules of a language. The book describes the creative use of native or heritage languages to ensure that the juxtaposition of English therapeutic and daily-life landscapes is integrated into family therapy settings. It discusses contextual, relational, therapeutic, and training potential offered by bilingualism as well as the necessary transmutations in theory and practice. This volume is an essential resource for clinicians, therapists, and practitioners as well as researchers, professors, and graduate students in family studies, clinical psychology, and public health as well as all interrelated disciplines.

آیا کتاب مورد نظر هنوز بر روی سایت قرار نگرفته است؟ جای نگرانی نیست! کافی است بر روی گزینه سفارش کتاب کلیک کرده و درخواست خود را ثبت کنید. در کمتر از چند ساعت کتاب شما را آماده خواهیم کرد.