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The Art of Quantitative Finance Vol.1: Trading, Derivatives and Basic Concepts - Original PDF
The Art of Quantitative Finance Vol.1: Trading, Derivatives and Basic Concepts - Original PDF
نویسندگان: Gerhard Larcher خلاصه: This textbook offers an easily understandable introduction to the fundamental concepts of financial mathematics and financial engineering. The author presents and discusses the basic concepts of financial engineering and illustrates how to trade and to analyze financial products with numerous examples. Special attention is given to the valuation of basic financial derivatives. In the final section of the book, the author introduces the Wiener Stock Price Model and the basic principles of Black-Scholes theory. The book’s aim is to introduce readers to the basic techniques of modern financial mathematics in a way that is intuitive and easy to follow, and to provide financial mathematicians with insights into practical requirements when applying financial mathematical techniques in the real world.
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.
Trading For Dummies (For Dummies (Business & Personal Finance)) - Original PDF
Trading For Dummies (For Dummies (Business & Personal Finance)) - Original PDF
نویسندگان: Grayson D. Roze, Lita Epstein خلاصه: Become a savvy trader and make money in both up and down markets These days, the market is volatile, and you need to know how to ride the waves and navigate the changing tides. Trading For Dummies is for investors in search of a clear guide to trading stocks in any type of market. Inside, you'll get sample stock charts, position trading tips and techniques, and fresh ways to analyze trends and indicators. Learn how to make smart decisions by identifying the stocks, bonds, funds, and commodities that will net you the maximum gain. Assume more risk, reap more benefits, build a more aggressive portfolio, and enjoy the greater gains that come with short- and medium-term trading methods. Learn about due diligence, key indicator analysis, and reading market trends Trade successfully in downward market trends and during recessions Use the latest tools to create your own charts and make smart decisions Profit from ETFs, bonds, and commodities, along with good old-fashioned stocks
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.
Following the Trend: Diversified Managed Futures Trading (Wiley Trading) - Original PDF
Following the Trend: Diversified Managed Futures Trading (Wiley Trading) - Original PDF
نویسندگان: Andreas F. Clenow خلاصه: An up-to-date and practical roadmap for diversified futures trading using CTA fund strategies In the newly revised second edition of Following the Trend: Diversified Managed Futures Trading, renowned hedge fund founder and asset manager Andreas F. Clenow presents a systematic asset management methodology in a way that allows readers to emulate the success of CTA industry professionals. In the book, you’ll find performance and attribution details for every year between 2002 and 2021 and detailed explanations of how the markets, industry, and strategy have evolved between the publication of the first edition and today. The author also offers: Detailed discussions of whether CTA hedge funds continue to show high internal correlation and exhibit homogeneous behaviour The impact of low and negative interest rate environments, massive inflows into equity markets, and the rise of quant trading firms Explorations of the combination of different types of trading models to enhance performance, complete with rulesets and fulsome analyses A ground-breaking and thoroughly incisive examination of the commodity trading advisor industry, Following the Trend: Diversified Managed Futures Trading is an essential volume for sophisticated retail traders, day traders, private investors, investment managers, portfolio managers, and institutional investors.
Trading With Equivolume - Original PDF
Trading With Equivolume - Original PDF
نویسندگان: Arms R. خلاصه: When I first became a retail stockbroker, forty years ago, one of the first admonitions from the firm was that we were never to equate investing in stock with gambling. Even when a client was trading on a short-term basis, it was a no-no to suggest that it was a form of wagering. We were well above acting as though we were operating a Las Vegas casino. Moreover, it was pointed out, when you put your money on a roulette table or a horse, it either won and made money or it lost and you lost all your money. With stocks, there was residual value. You might sell at a lower price than where you bought, but you would get back some of your money
The psychology of the foreign exchange market - Original PDF
The psychology of the foreign exchange market - Original PDF
نویسندگان: Thomas Oberlechner خلاصه: This book demystifies the foreign exchange market by focusing on the people who comprise it. Drawing on the expertise of the very professionals whose decisions help shape the market, Thomas Oberlechner describes the highly interdependent relationship between financial decision makers and news providers, showing that the assumption that the foreign exchange market is purely economic and rational has to be replaced by a more complex market psychology.
World event trading: how to analyze and profit from today's headlines - Original PDF
World event trading: how to analyze and profit from today's headlines - Original PDF
نویسندگان: Andrew Busch خلاصه: In an age of twenty-four-hour news coverage and cutting-edge technology, world events dominate our lives and impact the financial markets. From hurricanes to the war in Iraq, we exist in a crazy, connect-the-dot planet. However, the well-prepared investor can turn these events into profits. All they need is the ability to recognize the consistent characteristics of these events and the vision to build a strategy or portfolio that can take advantage of these situations when they begin to unfold. As a foreign exchange strategist with over twenty years of financial experience, author Andrew Busch knows what it takes to make it in today’s dynamic market. And now, with World Event Trading, he wants to show you how. Filled with in-depth insights and expert advice, this practical guide examines three categories of world events—infectious diseases, natural disasters, and politics—and provides hands-on strategies for trading profitably on each. Using actual examples of the war in Iraq, Hurricane Katrina, and other recent "page one stories," Busch shows you how to understand all-important market moods and anticipate profitable trades. He also reveals little-known details on legendary event-driven trading successes, illustrating how any trader can repeat them in different market environments. Andrew Busch is the Global FX Market Strategist for BMO Financial Group’s Investment Banking Division in Chicago. He is a recognized expert on the world financial markets and how these markets are impacted by political events. Busch’s views appear in his daily newsletter, the Busch Update, which reaches 5,000 investors and financial professionals. He also writes a weekly column that appears on The Globe and Mail Web site on Fridays and in print on Mondays (circulation 40,000). Busch makes weekly appearances on CNBC’s Closing Bell with Maria Bartiromo and is frequently quoted by the Wall Street Journal as well as other news services. He graduated Phi Beta Kappa with a BA in economics from Ohio Wesleyan University and received an MBA from the University of Chicago.
Fundamentals of Plastics Thermoforming - Original PDF
Fundamentals of Plastics Thermoforming - Original PDF
نویسندگان: Peter Klein خلاصه: The process of heating and reshaping plastics sheet and film materials has been in use since the beginning of the plastics industry. This process is known as thermoforming. Today this process is used for industrial products including signage, housings, and hot tubs. It also produces much of the packaging in use today including blister packs, egg cartons, and food storage containers. This process has many advantages over other methods of producing these products, but it has some limitations. This book has a twofold purpose. It is designed to be used as a text book for a course on thermoforming. It is also intended to be an application guide for professionals in the field of thermoforming including manufacturing, process and quality engineers, and managers. This book is focused on process application rather than theory. It refers to real products and processes with the intent of understanding the real issues faced in this industry. In addition to materials and processes, part and tool design are covered. Quality control is critical to any operation and this is also covered in this text. Two areas of focus in today's industry include Lean operations and environmental issues. Both of these topics are also included. Table of Contents: Introduction / Plastics Materials / Thermoforming Process Overview / The Forming Process / Part Design Mold / Tool Design / Quality Control Issues / Lean Operations / Environmental Issues
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.

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