Machine Learning for Financial Risk Management with Python

In this introduction for undergraduate students in engineering or management, Baker (management, Dartmouth College) explains mathematical programming from the practical side, using readily available s

This comprehensive reference will help programmers transition into PostgreSQL for the first time, while learning about key relational database design and management principles simultaneously, to help

CALCULATOR APPLICATIONS FOR BUSINESS provides students realistic experience with business applications typically performed on electronic calculators or other office machine keypads. Students learn to

A self-help workbook for individuals seeking guidance in managing personal stress. It contains a combination of insightful content and original self-assessment exercises with the overall purpose of cr

While formal quality management systems are a basic requirement for carriers doing business with the automotive industry, it is a company's understanding of key items such as leadership, continuous im

Kernel methods provide a powerful and unified framework for pattern discovery, motivating algorithms that can act on general types of data (e.g. strings, vectors or text) and look for general types of relations (e.g. rankings, classifications, regressions, clusters). The application areas range from neural networks and pattern recognition to machine learning and data mining. This book, developed from lectures and tutorials, fulfils two major roles: firstly it provides practitioners with a large toolkit of algorithms, kernels and solutions ready to use for standard pattern discovery problems in fields such as bioinformatics, text analysis, image analysis. Secondly it provides an easy introduction for students and researchers to the growing field of kernel-based pattern analysis, demonstrating with examples how to handcraft an algorithm or a kernel for a new specific application, and covering all the necessary conceptual and mathematical tools to do so.

This book, first published in 2001, explores two shifts in the paradigms of governance in Western bureaucracies. They are the widespread use of privatisation, private firms and market methods to run core public services, and the conscious attempt to transform the role of citizenship from ideals of entitlement and security to notions of mutual obligation, selectivity and risk. Considine examines the most important service of the modern welfare state - unemployment assistance - to explain and theorise the nature of these radical changes. He undertakes research in the United Kingdom, the Netherlands, Australia and New Zealand, four countries which have been among the boldest reformers within the OECD, yet each adopting different models. Each case is a break from the standards of responsible democracy and legal-rational bureaucracy, with at least one government opting for a commercial paradigm based on targets and economic incentives and another opting for a model based on network governan

Andrews (speech and hearing, Indiana U.-Bloomington) presents a text for speech-language pathologists working on voice therapy with children at risk for communication disorders. Coverage includes pra

A variety of problems in machine learning and digital communication deal with complexbut structured natural or artificial systems. In this book, Brendan Frey uses graphical models as anoverarching fra

A Strategic Boot Camp for Leadership Development "David Dotlich has worked with top management of the best companies to deliver Action Learning programs for over fifteen years. His insights into how l

This book is designed for all professionals working with people with heart problems. The book looks at the causes and consequences, basic counselling skills, stress management, risk factor interventio

A self-study textbook for readers with the mathematical background of a sophomore student of engineering or science. Describes various forms of representing information, and establishes that both reco

Charles J. Givens, the man who broke all the records for best-selling financial self-help books, is back—with a new edition of Wealth Without Risk that is bigger and better than ever!Packed with safe,

A fierce and gorgeous debut novel about a teenager who runs away from her abusive home to live in a boarding house for single women as a global financial crash threatens the people of Seoul. Set in Seoul in 2008, Tailbone follows the story of an unnamed teenage girl who, after years of struggling with her alcoholic father's abuse, and what she sees as her mother's cowardice, decides to run away. At a boarding house for single women, the narrator is pulled into the orbit of one of the other girls living there: an older girl named Juju, whose beauty and hardscrabble determination greatly impress the narrator. But when a global financial crisis reaches Korea, fears of a wider economic collapse bring the city to a standstill. Everything the girls have come to rely on for survival-mainly, the patronage of wealthy men-is put at risk. Everyone begins to struggle, especially Juju, who has long been dependent on one particular benefactor, a man who is all too aware of his power over her. As bus

The definitive textbook for planning, managing and delivering successful events in a dynamic industry. Event Planning and Management by Ruth Dowson, Bernadette Albert and Dan Lomax is a comprehensive guide designed for undergraduate and postgraduate students studying event management, event planning or public relations, as well as for early-stage practitioners preparing to deliver professional events. Now in its fully updated fourth edition, it provides clear, step-by-step guidance that aligns with core learning outcomes in event operations, marketing and strategic management modules.Through a structured exploration of the event lifecycle, this textbook shows how to research, design and plan events that meet audience and stakeholder objectives. Students will learn how to select venues, manage budgets, create promotional strategies and handle on-site delivery and evaluation. The fourth edition introduces new content on contemporary issues including health and safety regulations, contrac

From the elegance of the Black-Scholes equation to the complexity of multi-factor interest rate models and hybrid derivatives, this book is your comprehensive guide to quantitative finance, complete with 15+ advanced C++ projects using QuantLib and Boost.You'll move seamlessly from mathematical foundations to real-world implementation, building a professional-grade toolkit for pricing, risk analysis, and calibration. Inside, you will learn core option pricing methods, master single-and multi-factor interest rate models, and construct and calibrate trees and lattices for advanced derivatives. You will also explore cutting edge products: exotic multi-asset options, hybrid derivatives, credit instruments, and cross-currency swaps.Packed with practical source code, step-by-step calibrations, and performance-tuned Boost integration, this book bridges the gap between academic finance and production-grade quant development. Whether you're a quant developer, financial engineer, or an advanced

兩隻小魚在深海發現一座神祕的「鯨骨鬼屋」！牠們鼓起勇氣往裡走，結果遇到怪怪的盲鰻、長得像怪獸的哥布林鯊、名字超嚇人的吸血鬼烏賊、會發光的燈籠魚，還有專門啃骨頭的小蠕蟲。原來這些生物都住在鯨魚掉到海底後形成的「鯨落」裡。這本好玩又長知識的圖像書，用提問和小知識陪孩子一起在深海探險！末頁另附深海資訊與QR碼，可觀看真實鯨落影片。Two small fish discover a haunted house deep below the surface of the ocean. Are there ghosts inside? Vampires? What even IS this spooky place?A playful and fun nonfiction graphic picture book for 3-7-year-olds that asks questions and has sidebar facts, so kids won’t even notice how much they’re learning!When a whale dies, its body sinks to the bottom of the ocean floor and decomposes there, providing sustenance to many creatures. When it’s picked clean, the bones create an eerie kind of structure―resembling a haunted house or whalebone mansion.Two small fish discover a whalebone mansion, enter at their own risk, and encounter a number of creepy creatures along the way. Told in a graphic-style format, with playful text that asks young readers questions and includes sidebars that provide additional facts,Welcome to Whalebone M

CELEBRATE FOOTBALL EVERY DAY OF THE YEAR WITH THE BRAND-NEW BOOK IN THE BESTSELLING SERIES WHERE FOOTBALL AND FACTS COME TOGETHER IN A DREAM TEAM FORMATION. THE PERFECT GIFT FOR ALL YOUNG FANS."The ultimate football yearbook where you can discover a new fun footie fact for every day of the year."-The Week JuniorWelcome to Football School Facts! It’s a book of facts and so let’s start with an important one: football is the best sport in the world.- Did you know that Erling Haaland is a record-breaking goalscoring machine?- That a player was once sent off for farting on the pitch?- Or that Diego Maradona has a religion named after him?Discover all this and much, much more all about your favourite players, great goals, super stadiums and marvellous mascots – the perfect gift for all young fans and their families to enjoy."An engaging, fun read that will keep children laughing, learning and dreaming of the pitch."- Women's Weekly"We love this series!"-Match of the Day Weekly***There’s a wh

Teddy is the king of the dump!Teddy and his dad are going to the dump. At the rural waste management center, Teddy helps to sort the recyclables, using a garbage claw to rescue a missorted bottle, chasing scrap paper and watching (and hearing!) the compactor at work. “Got to make it as small as possible,” Dad says as they watch forklifts and bulldozers moving garbage into piles that stretch as far as the eye can see, “because there’s soooo much.” Finally, it’s time to visit the “As Is” store, where Teddy is sad to be leaving his beloved ride-on dog toy. Teddy is too big for the toy now, but will he be able to part with it?A fun, thoughtful story about big machinery, recycling and learning to let go of the things we no longer need.Key Text Featuresdialogueillustrationsspeech bubblesCorrelates to the Common Core States Standards in English Language Arts:CCSS.ELA-LITERACY.RL.K.7With prompting and support, describe the relationship between illustrations and the story in which they appear

Infant formula is a primary or supplementary source of nutrition for many infants in the U.S. Consequently, disruptions to the supply of infant formula can have a severe impact on infants' health and well-being. In late 2021 and early 2022, a recall of specific infant formula products, followed by a pause in production, resulted in a widespread, national shortage. The incident demonstrated that additional risk management planning is needed to protect infants from the consequences of potential future supply chain disruptions. In 2023, the U.S. Food and Drug Administration contracted with the National Academies to convene an expert committee to examine and report on challenges in supply, market competition, and regulation of infant formula. The resulting consensus study report explains policy and marketplace vulnerabilities that were exposed during the shortage, describes the extent to which actions taken by relevant stakeholders addressed these vulnerabilities, identifies remaining gaps

Models and Applications of Tourists' Travel Behavior provides an overview of all possible approaches to modeling tourists' travel behavior, helping readers decide which theoretical approach should be chosen depending on the available type of data. It focuses on the connection between traditional travel behavior theories and tourist studies and introduces specific tourist contexts in travel demand modelling. It goes beyond the theoretical background of tourist travel behavior modeling and offers a practical understanding for choosing the right model and sourcing the right data. The book begins with the role of transport in tourist' travel behavior, then employs a literature review to establish the necessary background on the topic. It then goes on to describe theoretical approaches, descriptive approaches, and statistical approaches for modelling. It discusses choice models based on both Stated Preference Data and Revealed Preference Data. It concludes with chapters on machine learning

A fun, friendly picture book about recycling and rubbish – perfect for children aged 3-6.From Holly’s lorry to Stan’s metal-can machine, discover all the busy people, vehicles and machines needed to recycle and dispose of our rubbish – and find out how we can all reuse our things more to make it . . . not-for-the-bin day!With stylish, contemporary artwork from Klas Fahlén and gentle narrative text by Polly Faber, this gorgeous picture book introduces all the people, processes and vehicles involved in recycling paper, glass, plastic, food and more.*Bonus non-fiction material includes three pages of fully illustrated tips on how young readers can reduce, reuse and recycle*Fact-checked by Dr Margaret Bates, Professor of Sustainable Waste Management at the University of Northampton*The ideal book for climate-conscious parents wanting to empower and educate*Printed using vegetable inks and high-quality, sustainable paper

Pete the Cat helps the Wright brothers build their first flying machine in this historical fiction Level 1 I Can Read from New York Times bestselling creators Kimberly and James Dean. When Pete the Cat learns that the Wright brothers' flying machine can’t fly without the wind, he has an idea. What if it didn’t need wind to fly? Together, the cats invent the perfect solution. Pete may even get the chance to fly! This early reader includes an author’s note about the real life Wright brothers and the true story of the first flight. Find out in this Level 1 I Can Read book complete with original illustrations from the creators of Pete the Cat, Kimberly and James Dean. Pete the Cat and the Wright Brothers is perfect for children learning to sound out words and sentences. Whether shared at home or in a classroom, the short sentences, familiar words, and simple concepts of Level One books support success for children eager to start reading on their own.

The synergy between Artificial Intelligence (AI) and the Internet of Things (IoT) is shaping the future of technology and opening a world of unprecedented possibilities. Artificial Intelligence of Things (AIoT): Current and Future Trends brings together researchers and developers from a wide range of domains to share with readers their ideas about how to implement technical advances, application areas for intelligent systems, and development of new services and smart devices connected to the Internet through a variety of wireless technologies. Parallel to this, new capabilities such as pervasive sensing, multimedia sensing, machine learning, deep learning, and computing power are opening the way to new domains, services, and business models beyond the traditional mobile Internet. These new areas in turn come with various requirements in terms of reliability, quality of service, and energy efficiency. In Artificial Intelligence of Things readers learn about the challenges and requiremen

Optimize your life using science-backed advice and discover how to get your brain working at peak efficiency.A FINANCIAL TIMES must-read business book of the month.A NEXT BIG IDEA CLUB must read book for September. We all know how to nudge our brains to perform better. A strong cup of coffee helps us get through a dull meeting, and a brisk walk helps us think more clearly. But what if some nudges could optimise how we focus, create and process information even more effectively, to take mental performance to new heights? Today, most office workers are expected to operate with industrial-era efficiency. Yet the work that matters most in our technology-dominated workplace – generating brilliant ideas, solving complex problems, and learning – can’t be manufactured like outputs on an assembly line. Instead, we need a new, HYPEREFFICIENT way of working: rather than imposing the rhythms of work on our brains, Dr. Mithu Storoni proposes we impose the rhythm of our brains o

A FINANCIAL TIMES must-read business book of the month.A NEXT BIG IDEA CLUB must read book for September.‘If you can’t concentrate, need inspiration or are just mentally fatigued, Dr Mithu Storoni is on hand to help . . . a scientist’s guide to smarter, healthier living.’ – The Sunday TimesOptimise your life using science-backed advice and discover how to get your brain working at peak efficiency.We all know how to nudge our brains to perform better. A strong cup of coffee helps us get through a dull meeting, and a brisk walk helps us think more clearly. But what if some nudges could optimise how we focus, create and process information even more effectively, to take mental performance to new heights?Today, most office workers are expected to operate with industrial-era efficiency. Yet the work that matters most in our technology-dominated workplace – generating brilliant ideas, solving complex problems and learning – can’t be manufactured like outputs on an assembly line. Instead, we

Due to the growing importance of global interdependencies, Corporate Social Responsibility has become an important issue both for the business and the entire society. Customers expect corporate social responsibility, and if an organization is insensitive to these issues, it runs the risk of losing its key customers. The interaction and integration of corporate social responsibility and supply chain management have led to the emergence of sustainable supply chain management. This book is a comprehensive study that deals with the subject of collaboration with suppliers, considering the CSR guidelines. It presents new research about suppliers, their importance in supply chains, and in the context of social responsibility and acts as a new source of content that fills the gap in this area. It may be of interest to researchers interested in CSR as well as supply chains, business relations and, broadly understood, collaboration. It provides knowledge to many recipients including scientists

Filled with stunning images and in-depth information on both common and rare ophthalmic diseases and disorders, Kanski's Clinical Ophthalmology: A Systematic Approach, 10th Edition, is both a foundational knowledge source for trainees and a valuable reference for experienced practitioners. Dr. John Salmon, from the university of Oxford, has meticulously revised this classic text, retaining Dr. Kanski's highly effective format of succinct text and visually dynamic presentation. Extremely well organized and comprehensive in scope, it provides authoritative, focused guidance on diagnosis and management, facilitating quick comprehension to enhance learning, aid exam preparation, and guide clinical practice.Uses targeted text, bulleted lists, tables and visual aids to highlight salient points across all ophthalmology subspecialties.Features more than 2,800 high-quality illustrations, including over 2,000 images depicting both common and rare conditions, with arrows to show the exact patholo

Available in paperback! A young chapter book series starter about a chicken who loves math, science, and learning new things--by New York Times bestselling author Nancy Krulik. Perfect for fans of Unlimited Squirrels and Bumble and Bee. Chirpy is a young chicken stuck in the family coop. But she's not like the other chickens who just sit around peck peck pecking all day. She's intrigued by the children who come home from a place called school. They always look so happy! (Well, most days.) So Chirpy sneaks onto the bus one morning, hides in the classroom . . . and discovers a true love of math. When she shares what she's learned with the other chickens, they think she's one kernel short of a cob. Even so, Chirpy is determined to find a formula for fowl success by pecking away. But when a hungry fox tries to attack the coop, can she find the equation for a simple solution? With lively two-color art throughout, plus a fun hands-on simple machine activity, this eggs-ellent young chapter bo

Harley Hitch returns for an airborne adventure in this highly illustrated fiction series about a determined young inventor from award-winning author Vashti Hardy. The Aviation Parade is coming to Forgetown this summer, and Harley has her sights set on creating a flying machine that will really stand out: a robot hippogriff! And if the creature impresses Cosmo's mum enough, surely Cosmo will be able to keep it as a pet? But Harley wants the flying machine to be a surprise for everyone. She soon finds that keeping secrets leads to tricky explanations and lots of trouble - especially when REAL hippogriffs arrive and cause chaos! Join Harley, her robot dog Sprocket and best friend Cosmo for problem-solving adventures and mysteries in a world where science rules and technology grows in the forest! A rollicking adventure that celebrates STEM learning! Highly illustrated with lively, humourous illustrations by George Ermos.Vashti Hardy is an award-winning author of children's books. Her novel

Discover two sides of history with the Time Travel Twins!Twins, Scarlett and Thomas, are learning about the Romans at school. So Grandad uses his time machine to send them back to Roman Britain.Scarlett finds herself in a Roman camp and is chosen as a slave by the Emperor Claudius’s daughter, Antonia. The two become friends and Scarlett sees first hand the glamour and treachery of the Roman court.Thomas joins a rabble of local kids who hate the Romans. Their leader is a small red-headed girl called Boudicca. Even when the kids are overwhelmed and taken as slaves, Bou hatches another plan to attack the Romans.Will the twins find each other and escape, or will they both be stuck as Roman slaves for ever?

Together with its companion volume, Petty’s Principles of Musculoskeletal Treatment and Management, this invaluable book provides a comprehensive overview of all aspects of musculoskeletal practice for undergraduate physiotherapy students. This volume will help you competently examine and assess patients with a variety of issues. Each region is covered in detail, including muscles, nerves and joints.It offers an up-to-date, person-centred approach, based on clinical reasoning and latest evidence, with numerous learning aids, case studies and illustrations to help you apply theory to practice. Petty's Musculoskeletal Examination and Assessment is edited by leading experts Dionne Ryder and Kieran Barnard, with contributions by highly regarding physiotherapists from across the country, making this set a must-have for all students of physiotherapy. Petty’s set follows the patient journey from assessment right through to treatment and managementEach chapter is written by leading physiothera

An empirical study and analysis of heart disease prediction involves using data analysis techniques to identify patterns and risk factors associated with cardiovascular disease. This approach utilizes machine learning algorithms to classify patients based on their likelihood of developing heart disease.The study involves collecting data on risk factors such as age, gender, family history, blood pressure, cholesterol levels, smoking, and diabetes. Feature selection techniques are used to identify the most important risk factors, and a classification model is trained using these factors. The accuracy of the model is evaluated using metrics such as sensitivity, specificity, and AUC.This empirical study and analysis has several advantages, including the ability to identify new risk factors associated with heart disease, improved accuracy in predicting cardiovascular risk, and the potential to develop more personalized prevention and treatment strategies. This approach has the potential to

Master today's most essential topics in financial and managerial accounting today using the unique Integrated Financial Statement Framework in Warren/Farmer/Jones�s SURVEY OF ACCOUNTING, 10E. Written specifically for readers who have no prior knowledge of accounting, this edition's focuses only on topics that are essential to the understanding of accounting as a manager or professional. The book's distinctive framework illustrates the impact of transactions on financial statements without the use of debits and credits. The authors also incorporate Metric Analyses that connect transactions and management decisions to financial condition and performance metrics used by businesses. New coverage addresses the use of data analytics and changes in retail operations. Updated and streamlined content throughout this edition integrates seamlessly with CNOWv2�s online homework platform. CNOWv2 offers a variety of learning activities and helpful videos to maximize your understanding

This is the second volume in the Create, Protect, and Deliver Digital Business Value series. It provides practitioners with detailed guidance on creating a NIST Cybersecurity Framework risk management program using NIST Special Publication 800-53, the DVMS Institute's CPD Model, and existing digital business systems. The outcome is a cyber risk management program and culture fit for use, auditable for purpose, and aligned with global cybersecurity frameworks, standards, and regulations. The key takeaway from this book is that securing digital business value is something every employee is responsible for doing every day. Cybersecurity is an intrinsic aspect of securing that value and must be factored into an organization's digital strategy and culture. A culture of cybersecurity starts at the top of an organization and is translated into strategic policies and training programs which are designed to embed that culture across the whole enterprise and its supply chain. The material in thi

Cash is Queen breaks down the basics of how young women of today can learn to understand and manage money - an empowering skill that will last them a lifetime.The world’s first money book written exclusively for girls, Cash is Queen is designed to deliver the sophistication, practicality and fun guaranteed to appeal to today’s young woman.Study after study shows that women are far happier discussing virtually anything else but bank balances, and this lack of confidence in openly discussing money matters is crippling the female population financially. Women negotiate less in salary discussions, are excessively cautious and risk averse when it comes to investing and lack the general awareness around how to optimise retirement savings to guarantee a comfortable retirement.With clear explanations and empowering text by experienced financial expert Davinia Tomlinson, you'll learn that establishing a positive relationship with money as an adult must be cultivated in childhood.Cash Is Queen e