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Reinforcement Learning for Finance : A Python-Based Introduction
Reinforcement learning (RL) has led to several breakthroughs in AI.The use of the Q-learning (DQL) algorithm alone has helped people develop agents that play arcade games and board games at a superhuman level.More recently, RL, DQL, and similar methods have gained popularity in publications related to financial research. This book is among the first to explore the use of reinforcement learning methods in finance. Author Yves Hilpisch, founder and CEO of The Python Quants, provides the background you need in concise fashion.ML practitioners, financial traders, portfolio managers, strategists, and analysts will focus on the implementation of these algorithms in the form of self-contained Python code and the application to important financial problems. This book covers:Reinforcement learningDeep Q-learningPython implementations of these algorithmsHow to apply the algorithms to financial problems such as algorithmic trading, dynamic hedging, and dynamic asset allocationThis book is the ideal reference on this topic.You'll read it once, change the examples according to your needs or ideas, and refer to it whenever you work with RL for finance.
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Artificial Intelligence in Finance : A Python-Based Guide
The widespread adoption of AI and machine learning is revolutionizing many industries today.Once these technologies are combined with the programmatic availability of historical and real-time financial data, the financial industry will also change fundamentally.With this practical book, you'll learn how to use AI and machine learning to discover statistical inefficiencies in financial markets and exploit them through algorithmic trading. Author Yves Hilpisch shows practitioners, students, and academics in both finance and data science practical ways to apply machine learning and deep learning algorithms to finance.Thanks to lots of self-contained Python examples, you'll be able to replicate all results and figures presented in the book. In five parts, this guide helps you:Learn central notions and algorithms from AI, including recent breakthroughs on the way to artificial general intelligence (AGI) and superintelligence (SI)Understand why data-driven finance, AI, and machine learning will have a lasting impact on financial theory and practiceApply neural networks and reinforcement learning to discover statistical inefficiencies in financial marketsIdentify and exploit economic inefficiencies through backtesting and algorithmic trading--the automated execution of trading strategiesUnderstand how AI will influence the competitive dynamics in the financial industry and what the potential emergence of a financial singularity might bring about
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Bank Valuation and Value Based Management: Deposit and Loan Pricing, Performance Evaluation, and Risk
The definitive guide to complying with the brand-newBasel III requirements and creating sustainable valueWith the Final Standard of Basel III published and implementation deadlines set, there's no better time for the revised and updated edition of the cornerstone resource bankers, bank regulators, auditors, and risk managers worldwide rely on--Bank Valuation and Value-Based Management.Whether you're complying with the new standards of practice, valuing a bank, or searching forsustainable value creation, you can do it quicker and more effectively with the insight only Jean Dermine can offer. Renowned for his expertise in asset and liabilitymanagement, European financial markets, and banking theory, Dermine provides the most comprehensivereference available on the essence of banking--asset-liability management, with particular focus on an institution's banking book.Along with an in-depth exploration of what drives value in a bank, he equips you with his personal bank valuation model aimed at assessing decisions that enhance shareholder value.Complementing his toolbox of practical instruments for valuing banks, Dermine gives you a robust, integrated value-based management framework for addressing such managerialissues as fund transfer pricing, risk-adjusted performanceevaluation, deposit pricing, capital management, loan pricing and provisioning, securitization, and the measurement of interest-rate risk. Relevant in banking systems across the globe, this new edition includes the latest methods and strategies for:Identifying the drivers of sustainable value creationChoosing a fund transfer price that includes liquidity and solvency risksAllocating economic capital to business unitsPricing deposits and loansEstimating the duration of nonmaturing accountsAllocating provisions on performing and nonperforming loans. Throughout the book, extensive mathematical formulas and exercises ground conceptual coverage to hands-on practices.A wealth of exercises and real-world problems work to develop your intuitive sense for asset-liability management in the international banking community. Bank Valuation and Value-Based Management, Second Edition, is your one-stop resource for all the information critical to your success. PRAISE FOR BANK VALUATION AND VALUE BASED MANAGEMENT, Second Edition:"Professor Dermine's book covers the full range of critical topics in banking today--valuation, pricing, and risk management.Analytical, complete, and relevant, this book is a gem!At a time of increased scrutiny of the banking industry, this volume uses an analytic approach that will serve the reader well for years to come.A must-read for anyone in the profession." -- ANTHONY M.SANTOMERO, Director, Citigroup; former president, Federal Reserve Bank of Philadelphia; Senior Advisor, McKinsey & Company; and Richard K.Mellon Professor Emeritus of Finance, the Wharton School"Valuing banks, especially large and complex ones, poses special challenges that recent history has made abundantly clear at great cost to investors and taxpayers.This second edition of the leading volume in the field builds on its strengths as a comprehensive treatment of thekey valuation and bank management components.It is a must-read for anyone seeking to understand modern banking and finance." -- INGO WALTER, Seymour Milstein Professor of Finance, Corporate Governance, and Ethics at the Stern School of Business, New York University"It is extraordinarily clear and very helpful for my day-to-day activity.It is significantly increasing my understanding of the bank." -- PAOLO BELTRATTI, Professor of Finance, Bocconi University, and former chairman of the management board, Intesa Sanpaolo. "A jewel. I will recommend it." -- BRUNO COLMANT, Roland Berger, former member of the NYSE management committee
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Vegan on a Budget : 125 Healthy, Wallet-Friendly, Plant-Based Recipes
Vegan on a Budget is a thoroughly up-to-date vegan cookbook that makes it easy on your wallet to enjoy delicious, healthy, plant-based food for every meal of the day, every day of the week, including food everyone loves, like burgers, pizza, and pasta dishes.To make it easy to prepare plant-based meals on the cheap, the author supplies an arsenal of tips on: the best plant-based protein bargains for the buck, buying in bulk (what's best and what's best to avoid), non-organic fruits & vegetables that are safe to buy (for a lot less money), where to find coupons for natural foods, how to use apps like Ibotta, Drop, and BerryCart to save on healthy, vegan foods; which ready-made vegan sauces & condiments are cheaper and just as good as made-from-scratch, which foods are safe to buy after sell-by dates, how to save money with batch cooking and freezing, and more.Delicious and economical recipes include hearty soups and stews, such as White Bean Chili with Sweet Potatoes & Squash; skillets and stir-fries, like Vegan Sausage Skillet with Cabbage & Potatoes; roasted and baked fare, such as Roasted Root Vegetables with Brussels Sprouts; noodle dishes, including Italian-Style Sausage & Peppers Pasta.
Price: 20.00 £ | Shipping*: 3.99 £
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Why is the registered mortgage important for a loan rather than the value of the property?
A registered mortgage is important for a loan because it provides the lender with a legal claim on the property in case the borrower defaults on the loan. This gives the lender a level of security and assurance that they will be able to recover their money by selling the property. The value of the property can fluctuate over time, so having a registered mortgage ensures that the lender's interests are protected regardless of changes in property value.
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Why is the registered mortgage important for a loan, rather than the value of the property?
The registered mortgage is important for a loan because it serves as a legal guarantee for the lender that they have a claim on the property in case the borrower defaults on the loan. This provides security to the lender and reduces the risk associated with lending money. The value of the property is important for determining the loan amount and the terms of the loan, but the registered mortgage ensures that the lender has a legal right to the property in case of non-payment.
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Water-based or silicone-based?
The choice between water-based and silicone-based lubricants depends on personal preference and intended use. Water-based lubricants are versatile, easy to clean, and compatible with most sex toys, but may require more frequent reapplication. Silicone-based lubricants are longer-lasting, great for water play, and have a silkier feel, but can be harder to clean and may not be compatible with silicone sex toys. Ultimately, it's important to consider your specific needs and preferences when choosing between water-based and silicone-based lubricants.
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Why does a loan depend on the registered mortgage and not on the value of the property?
A loan depends on the registered mortgage rather than the value of the property because the mortgage serves as security for the lender in case the borrower defaults on the loan. The registered mortgage gives the lender a legal claim on the property, allowing them to recoup their funds by selling the property if necessary. The value of the property is considered in determining the loan-to-value ratio, which is used to assess the risk of the loan, but the mortgage itself is the primary factor in securing the loan.
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Independent Film Finance : A Research-Based Guide to Funding Your Movie
For aspiring producers and directors who need to learn film finance from the ground up, this revolutionary new book teaches the fundamentals, through the voices of more than 60 successful independent producers.Using a research and data-based approach, award-winning professor David Offenberg combines the wisdom of well-known and successful producers into one fun, easy-to-follow guide. Within, readers will learn how to talk to potential investors and what those financiers will expect from them in return.The book is also packed with informative anecdotes and examples to enrich each chapter and contextualize the film financing landscape.As the book progresses, equity, debt, revenue, profits, and their role in your movie will be explored.Accessible information about tax incentives and profit participations is included to help emerging filmmakers build out a workable financing plan.The book combines hard numbers and data sets, with direct guidance from successful producers, to construct a holistic overview on how you can turn your new-found financial knowledge into funding for your movie. This ground-breaking book is a must-read for any aspiring producer or director who wishes to gain an informed and easily digestible understanding of film finance.
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Challenge based & activity based learning
This study adopted quasi-experimental research design, precisely, pre-test, post-test nonequivalent control group design The study constituted a total number of 122 subjects, 63 for the Challenge based learning, while 59 for the activity-based learning.The instruments used for data collection were Woodwork Cognitive Achievement Test (WCAT), Woodwork Psychomotor Achievement Test (WPAT) and Woodwork Interest Inventory (WII) items.Other instruments used were the challenge-based and activity-based learning lesson plans.The instruments were also subjected to face validation by five experts in woodwork technology from Department of Industrial and Technology Education, Federal University of Technology Minna and woodwork technology teachers at Government Technical Colleges in Niger State.Mean was used to answer the research questions; while ANCOVA was employed to test the hypotheses.The study revealed that students taught woodwork using the challenge-based learning instructional approach had a higher mean score than students taught using the activity-based learning teaching method in cognitive achievement test, psychomotor achievement test and test for retention of learning
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Transnational Mortgage Law : Reconstructing the Global Framework for Housing Finance
This book uncovers and reconstructs the growing body of legal principles and rules governing mortgages that have been developed by different transnational institutions and actors. It shows how mortgages have evolved from a type of real security commonly used to facilitate lending by mitigating credit risk, to a transferable commodity with the potential to affect international financial stability and consumer welfare.In doing so, the book reveals the emergence of new policy objectives and rationales for regulation that have led to changes in the structure and functions of mortgage laws.Characterising this development as a type of transnational law, the book highlights the paradigm shifts in the law of residential mortgages brought about by their increasing global relevance.The analysis reveals tensions between the goals of risk mitigation, financial stability, consumer protection and housing justice. The result is an innovative analysis at the intersection of contract law, property law and international financial regulation.The book portrays transnational mortgage law as a complex field governed by a plurality of socially and economically relevant but potentially conflicting goals and principles.
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Broke Vegan: Speedy : Over 100 budget plant-based recipes in 30 minutes or less
'Perfect for the purse, the planet and simple to follow' - Evening StandardMake vegan eating easy with simple plant-based meals ready in 30 minutes or less. With over 100 quick & easy plant-based recipes using supermarket staples, along with hints and tips for making vegan meals in no time at all, Broke Vegan: Speedy will have you cooking delicious dishes time after time that save money and help the planet.With easy weekday lifesavers, dishes you can rustle up in 15 minutes and even more special dishes for when you want to impress, Broke Vegan: Speedy is the essential guide to serving plant-based meals on a budget - fast. Whether you're taking part in Veganuary for the first time, making the move from veggie to vegan or just trying to make your money go further, Broke Vegan: Speedy will bring variety and flavour to your meals in no time, without having to spend a fortune. CONTENTSChapter one: Weekday LifesaversIncluding Huev-no rancheros, Teriyako courgettes and Freezer-friendly burritosChapter two: Ready in FifteenIncluding Savoury French toast, Shredded rice noodle salad and Beetroot hummus rainbow wrapsChapter three: Hands-offIncluding Katsu curry soup, Aubergine & potato curry and Arrabbiata gnocchi bake Chapter four: A Little Bit Special Including BBQ corn ribs, Sloppy sweet potato chilli and Butternut squash carbonaraChapter five: Speedy SweetsIncluding Baked tahini bananas, Broke churros and Golden syrup steamed pudding
Price: 12.99 £ | Shipping*: 3.99 £
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What is the difference between a mortgage and a loan?
A mortgage is a specific type of loan that is used to purchase real estate, typically a home. It is a secured loan, meaning the property serves as collateral for the loan. On the other hand, a loan is a broader term that can refer to various types of borrowing, such as personal loans, auto loans, or student loans. Loans can be secured or unsecured, depending on the lender's requirements.
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Based on Linux, what is ChromeOS based on?
ChromeOS is based on the Linux kernel. It uses the same foundation as Linux but is optimized for running Google Chrome and web applications. ChromeOS is designed to be a lightweight operating system that focuses on web browsing and cloud-based applications, making it a popular choice for devices like Chromebooks.
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Based on which true events are movies based?
Movies are often based on true events that have captured public interest or have historical significance. These events can range from major historical events such as wars and political scandals to individual stories of triumph or tragedy. Filmmakers may choose to adapt these events into movies in order to educate, entertain, or inspire audiences. However, it's important to note that movies based on true events often take creative liberties in order to enhance the storytelling and dramatic elements.
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What happens in the event of death with a mortgage loan?
In the event of death with a mortgage loan, the responsibility for the loan typically falls to the deceased person's estate. The executor of the estate will need to notify the lender of the borrower's passing and make arrangements for the outstanding balance to be paid off. If there is a co-borrower or co-signer on the loan, they may become responsible for the remaining payments. In some cases, life insurance policies or other assets may be used to settle the mortgage debt.
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