Machine Learning for Financial Engineering

全面介紹「單一股票期貨」這項新興金融工具。作者 Kennedy Mitchell 以清晰易懂的方式，說明其運作原理、交易方式與實際應用，並結合國際市場經驗，幫助投資人理解此工具如何在風險管理與投資組合中發揮作用。書中內容兼顧初學者與專業投資人，從基礎概念到策略運用皆有詳盡說明，能協助讀者在掌握風險的同時開拓收益機會。Everything you need to know about Single Stock Futures "Single stock futures are an incredibly important new financial instrument for managing risk. Kennedy Mitchell provides an outstanding and easy-to-read explanation of these new products for either an expert futures user or for someone learning about futures markets for the first time." -Peter Borish, Senior Managing Director, OneChicago Although single stock futures may be a relatively new phenomenon in the United States, this instrument has been successfully traded for years in various overseas markets-leaving you, the individual and professional investor, to play catch-up. Exactly what are single stock futures? They are futures contracts, within the futures universe, that have shares of listed public companies as their underlying asset. In Single Stock Futures: An Investor'

Everyday activities such as sharing a meal, sorting socks, and getting ready for school can be part of learning math. In the MathStart series, everyday life is the basis for each entertaining story. S

Blue Ribbon Blueberry Pie. If the bear cubs gather enough nuts, seeds and blueberries, Mama Bear has agreed to make her special, lip-smacking-good pie.Each time they fill their baskets, the cubs count berries, seeds and nuts by putting them in groups of tens and ones to see if they have enough for pie.Everyday activities such as sharing a meal, sorting socks and getting ready for school can be part of learning math. In the MathStart Series,? everyday life is the basis for each entertaining story. Simple math concepts are embedded in each story so that young children can intuitively understand them. Adults can use the creative suggestions for activities in the back of each book to extend learning opportunities with children.Developmentally appropriate and correlated to school grade levels and the curriculum standards of the National Council of Teachers of Mathematics, MathStart? can give children a head start!Blue Ribbon Blueberry Pie is the best?but do these bear cubs have enough ingre

Complemented by Dr. Seuss's rhyming text and familiar creature illustrations, a sturdy, hand-sized introduction to the alphabet makes learning as simple as A, B, C. For children under three.

"This book...recounts the persistence of a Frenchman, Louis Bleriot, to build a flying machine to cross the English Channel.... The text is succinct, caption-like in its directness and brevity....The

From the creator of the treasured children’s book Harold and the Purple Crayon, Crockett Johnson, comes another adventure for Harold and his magical purple crayon.Harold is going on an alphabet adventure from A to Z with his trusty purple crayon! This imaginative classic story is just right for little ones learning their ABCs.“A unique kind of ABC book.” (The Horn Book)

Highlights(TM) Write-On Wipe-Off Fun to Learn books are perfect for engaging kids in activity-based learning and having fun at the same time. Books feature reusable pages and a Highlights branded mark

Hike through the rainforest, scale a mountain, swim across the ocean, and still make it home for dinner. Rhyme and repetition make learning fun in this terrain-traversing title that encourages movement and reinforces animal sounds.

The Introductory Certificate in Marketing Candidate Workbook is an essential study text published by the London Chamber Of Commerce Examination (LCCI) (ISBN: 9789868685505). It is specifically designed to align with the foundational syllabi and learning outcomes for introductory marketing qualifications.

The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every cha

The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every cha

Learning Chinese Language and Culture is an intermediate-level textbook intended to be used throughout the entire school year and designed mainly for students who have completed introductory courses o

Are you stuck in getting started with machine learning with python? A Step-By-Step Guide to Learn and Master Python Machine Learning walks you through steps for getting started with Machine Learning w

Source Separation and Machine Learning presents the fundamentals in adaptive learning algorithms for Blind Source Separation (BSS) and emphasizes the importance of machine learning perspectives. It il

Written by leading researchers, this complete introduction brings together all the theory and tools needed for building robust machine learning in adversarial environments. Discover how machine learning systems can adapt when an adversary actively poisons data to manipulate statistical inference, learn the latest practical techniques for investigating system security and performing robust data analysis, and gain insight into new approaches for designing effective countermeasures against the latest wave of cyber-attacks. Privacy-preserving mechanisms and the near-optimal evasion of classifiers are discussed in detail, and in-depth case studies on email spam and network security highlight successful attacks on traditional machine learning algorithms. Providing a thorough overview of the current state of the art in the field, and possible future directions, this groundbreaking work is essential reading for researchers, practitioners and students in computer security and machine learning,

Machine learning allows computers to learn and discern patterns without actually being programmed. When Statistical techniques and machine learning are combined together they are a powerful tool for a

Written as a tutorial to explore and understand the power of R for machine learning. This practical guide that covers all of the need to know topics in a very systematic way. For each machine learning

Written as a tutorial to explore and understand the power of R for machine learning. This practical guide that covers all of the need to know topics in a very systematic way. For each machine learning

Financial Engineering for Low-Income Households is an edited compilation of articles that focus on using financial engineering-a multidisciplinary field that uses technical methods from the fields of

Explore the multidisciplinary nature of complex networks through machine learning techniquesStatistical and Machine Learning Approaches for Network Analysis provides an accessible framework for struct

The text is the first of its kind on financial engineering and risk management in Islamic finance. It sets out detailed guidelines for financial engineering from an Islamic perspective. The text also

Junior Library Guild Gold Standard Selection A Level 1 I Can Read for kids who love farms, food, and the environment as well as any child interested in the many careers in agriculture. Visit the State Fair with Dad and his daughter, and get to know all the different kinds of farmers along the way in this Level 1 I Can Read My Community book ideal for early readers learning to sound out words and sentences.Find out more about the community helpers who do so much for us in this tenth book in the I Can Read My Community series full of characters who are diverse in terms of gender, race, age, and body type. Whether shared at home or in a classroom, the short sentences, familiar words, and simple concepts of Level One I Can Reads support success for children eager to start reading on their own.Meet these farmers: - Grain farmer- Vegetable farmer- Fruit farmer- Rancher- Dairy farmer- Chicken farmer- Sheep farmer- Llama farmer- Beekeeper- Fish farmer- Tree farmer- Flower farmer- Herb farmer

A National Bestseller - Recommended by Financial Times as "What to Read in 2025" "The central argument of Our Dollar, Your Problem--that the greenback's pre-eminence was never guaranteed and might plausibly be overturned--could hardly be more timely."--The Economist A leading economist explores the global rise of the U.S. dollar and shows why its future stability is far from assured Our Dollar, Your Problem argues that America's currency might not have reached today's lofty pinnacle without a certain amount of good luck. Drawing in part on his own experiences, including with policymakers and world leaders, Kenneth Rogoff animates the remarkable postwar run of the dollar--how it beat out the Japanese yen, the Soviet ruble, and the euro--and the challenges it faces today from crypto and the Chinese yuan, the end of reliably low inflation and interest rates, political instability, and the fracturing of the dollar bloc. Americans cannot take for granted that the Pax Dollar era will last in

From the creators of the 10-million-copy bestselling Paint by Sticker(R) Kids sticker-activity series, the next book in the brand extension developed especially for kids ages 3 and up: Construction Site! My First Paint by Sticker delivers the same screen-free, mess-free fun that makes the original series so irresistable. The fourth book in the series features construction site vehicles! From diggers to backhoes to cement trucks and more, kids will adore stickering these colorful machines. The Paint by Sticker Kids(R) series (for ages 5 and up) has sold more than 10 million copies to date. In My First Paint by Sticker, readers ages 3 and up can confidently paint by sticker, too! At a smaller trim size (8 x 8 inches, versus the original kids brand at 9 x 9), this brand extension features larger stickers for smaller hands--perfect for kids practicing their fine motor skills and learning to recognize their numbers. In the older kids series, the number of stickers per image ranges from 60-1

The Pigeon won't say the ABCs! He has at least 26 reasons why not! From absolutely no way to zero chance! Do YOU think The Pigeon will say his ABCs? From Mo Willems Workshop comes this funny and engaging alphabet early-learning concept board book with touch-and-trace features throughout. The Pigeon WON'T Say the ABCs! is part of a collection of original board books featuring The Pigeon, ideal for babies, toddlers, and fans of the picture book series.

"These twins make learning to read double the fun." - Kirkus From award winning author, Grace Lin, comes another installment of the irresistible early reader series, Ling & Ting! Join these iconic twins as as they celebrate Lunar New Year! Ling and Ting are twins. They are Chinese and American. They celebrate the new year two times. Now they are preparing for Lunar New Year. They want a lucky year. What happens when Ting makes a mistake? Can their year still be lucky? * Don't miss Ling and Ting's other adventures!: Ling & Ting: Not Exactly the Same Ling & Ting: Twice as Silly Ling & Ting: Together in All Weather Ling & Ting Share a Birthday

Join Liko and Roy on their journey to become real Pokémon Trainers as they embark on a series of training battles.This simple story book is accessible to young readers who are learning to read independently.Liko, Sprigatito, Roy, and Fuecoco are now official members of the Rising Volt Tacklers and ask Friede to train them, but Friede has an electrifying surprise in store for them. Will they manage to dig deep and uncover what it takes to become true Pokémon Trainers?This Level 2 reader includes longer sentence structures, more challenging vocabulary, paragraphs and short chapter lengths.

From award-winning and New York Times bestselling author Geraldine McCaughrean, an utterly immersive and unforgettable novel set during the London Blitz, inspired by the author's fatherWith World War II on their doorstep, the children of Greenwich, England, are being evacuated. But on the train meant to take them to safety, four of them decide they aren't ready to leave home. They climb out the carriage window just in time, forging an unlikely friendship. With their school taken over by the fire service, they spend their days trying to be useful. Lawrence is building a secret machine. Gemmy searches bombed-out homes for things of value--only to find an adorable mutt she can't even give away. Franklin wants to join the fire service, even if it means lying about his age. Olive looks after her father, haunted by the deaths of his fellow firemen. Together, the four friends roam the streets of London, discovering their resilience amongst the secrets of the city. But as the Blitz unleashes a

An entertaining collection uncovering the stories of dinosaur discoveries told in comic strips. Discover the story of Mary Anning, why there is a dinosaur called Sue, what the Bone Wars were and much more. This book is sure to entertain children, while giving them an insight into the many challenges and rivalries behind scientific achievements and how scientists learn from mistakes.It is produced by the same team as Comic Strip Science with hilarious comic strips illustrated by award-winning artist Jess Bradley and written by Paul Mason, who is well known for making science learning fun. Key science concepts are pulled out in more depth in feature spreads. The book has a specialist text consulant, paleontologist Dr Dave Hone.Comic Strip Science Adventures is a series of comic books that are perfect for young scientists aged 7 plus. Each book has specialist subject consultants. Titles in the series: Digging for Dinosaurs, Exploring Space, Medical Marvels, Amazing Inventions.

An entertaining collection uncovering amazing stories of space exploration told in comic strips. Discover the history of the first missions to the Moon, how space rovers have adventures, the mystery of a floating poo and much more. This book is sure to entertain children, while giving them an insight into the many challenges and rivalries behind scientific achievements and how scientists learn from mistakes.It is produced by the same team as Comic Strip Science with hilarious comic strips illustrated by award-winning artist Jess Bradley and written by Paul Mason, who is well known for making science learning fun. Key science concepts are pulled out in more depth in feature spreads. The book has a specialist text consultant, Sophie Allan of the National Space Centre.Comic Strip Science Adventures is a series of comic books that are perfect for young scientists aged 7 plus. Each book has specialist subject consultants. Titles in the series: Digging for Dinosaurs, Exploring Space, Medical

Celebrate the magic of the season with Our Little Adventure at Christmas, a heartwarming Christmas board book for babies and toddlers from author and illustrator Tabitha PaigeWhen a little badger’s Christmas tree is ruined by a storm, his woodland friends show him the true meaning of the holidays: kindness, friendship, and helping one another.With simple text, cozy illustrations, and sturdy pages, this sweet story is perfect for sharing the spirit of Christmas with little ones.Why families love it:A heartwarming holiday story about giving, teamwork, and holiday joyBuilt for little hands — a durable board book with rounded cornersGreat for early learning with clear visuals and toddler-friendly languageA keepsake gift for baby’s first ChristmasAdd this special Christmas board book to your holiday traditions—and create memories that last a lifetime.

When Uncle Bernie turns up with his incredible Mechanical Mole machine, the Adventuremice go on a mission! Pedro and the crew burrow to an underground cave world, unlike anything they've ever seen. There are tiny, twisty trees, and even tinier pterodactyls! But there's also a HAMSTERSAURUS REX on the loose!Can the team save the nervous local cavemice from this giant predator, or is there more to the creature than meets the eye?

Best friends Ember the Fire Dragon and Gus the Mushroom Dragon search for a magic jewel in the first installment of this full-color, fantasy adventure series perfect for beginning readers!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Dragon Hill is in trouble! The magic jewel that protects Dragon Hill has gone missing, and best friends Ember the Fire Dragon and Gus the Mushroom Dragon work together to find the jewel. But they are young dragons and Ember doesn't yet know how to use her fire powers. The two friends follow squirrel paw prints and meet a helpful Tree Dragon. Will they be able to find the magic jewel?Ember and Gus's adventure is told through five full-color short stories with ea

A lavishly illustrated edition of Murakami’s classic short story. Katagiri found a giant frog waiting for him in his apartment. It was powerfully built, standing over six feet tall on its hind legs.A skinny little man no more than five foot three, Katagiri was overwhelmed by the frog's imposing bulk. ‘Call me “Frog,”’ said the frog in a clear, strong voice. Fully illustrated and beautifully designed, this special edition of Murakami’s celebrated short story sees the bewildered Katagiri find meaning in his humdrum life through joining forces with Frog in an effort to save Tokyo from an existential threat.‘No other author mixes domestic, fantastic and esoteric elements into such weirdly bewitching shades’ Financial Times‘A master storyteller’ Sunday Times

School Library Journal Best Book of 2025Amazon's Best Children's Books of 2025 (Ages 6-8)New York Public Library Best Book for Kids of 2025Booklist Editor's Pick for 2025 Graphic Novels本書為《Hug Machine》作者 Scott Campbell 的圖像書作品。在這個奇妙的世界裡，每個人頭上都「頂著一個東西」，主角是形影不離的好朋友──小屋頭與大樹頭。這對古怪卻真摯的好友，一起經歷剪葉（剪頭髮）大失敗、手繪地圖尋寶，甚至踏上宇宙級大冒險，發現原來地球也在某個人的頭上！本書以幽默感十足、瘋狂又新鮮的創意設定，描繪出一個歡樂又超現實的世界。全書收錄六則爆笑又溫馨的故事，搭配簡潔的線條與充滿節奏感的對話，小讀者能在畫面中盡情尋找並替各式各樣的「頭」命名，也一定會被荒謬又可愛的情節逗得哈哈大笑。"Hahahahahahahaha" —Jon Klassen, Caldecott medalist and New York Times bestselling author-illustrator of THE SKULL"I laughed my head off!" —Ben Clanton, Eisner Award winner and New York Times bestselling author-illustrator of NARWHAL AND JELLYHELLO, READER HEADS! Jump headfirst into the wonderfully off-the-wall world of renowned creator Scott Campbell, in this goofy, good-natured graphic novel series featuring a best friend duo like no other! It's Frog and Toad meets Bill and Ted for a new generation of readers — and best buddies of all ages.Book 1 in

這是暢銷書系列《Deep Learning》的第5集，本次的主題是「生成模型」。書中延續此系列的風格，以連貫的故事介紹從「常態分布」到「擴散模型」的技術。你可以累積學到的知識，一步一步練習操作，不斷累積學習成果，最終完成類似「Stable Diffusion」這樣的AI影像生成模型。技術的有趣之處在於細節，從零開始建構，挑戰各種公式。

Dive into this collection of spooky stories for beginning readers from New York Times bestselling author Max Brallier!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, and full-color artwork on every spread, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Who is that trapped inside the mirror? What happens when a wish comes true? This scary story collection from New York Times bestselling author Max Brallier is perfect for beginning readers who are looking to be spooked. With simple text, creepy full-color artwork on every page, genuine scares, and a spooky "invisible" message on the cover, these five hair-raising stories are sure to send shivers down your spine!

A funny Halloween picture book – great for kids aged 3+Celebrate the spooky season with everyone’s favourite bear, Paddington – now a major movie star!Paddington Bear is getting ready for a Halloween party, strictly for family only. He can’t wait for the party to start – as soon as he gets home from trick or treating! But nothing goes quite to plan after Paddington’s mean neighbour, Mr Curry, invites himself to the party and spoils all the fun. Luckily, Paddington has a special Halloween trick that might just save the day!A hilarious new Paddington adventure, full of spooky surprises!* More than 45 million Paddington books sold, worldwide!* Perfect Halloween Picture Book – From Sunday Times bestselling author Michael Bond* Ideal Halloween Gift and Keepsake – Perfect for adding to a Halloween basket!* Parent & Educator Approved Quality – The story is aligned with EYFS guidelines to encourage imaginative play and social-emotional learning

Two kid heroes use brains and elbow grease to face off supervillains with hilarious powers in this all-new STEM graphic novel series from MIT Kids Press.Ever since a comet hit Earth, New Bork City has been overrun with supervillains! Luckily, Maker Girl – who can make just about anything – and Professor Smarts – the sharpest kid on the block – are here to put a stop to them. They may not have superpowers of their own, but with the powers of science and engineering, they are more than a match for Mr Anti-Freeze, who's bent on destroying all ice cream, and Queen Ka-Ching, who kidnaps the heroes and brings them to her evil lair...

ANew York TimesBestsellerIn this third book inNew York Timesbestselling, Newbery Honor-winning author Shannon Hale's Princess Academy series,Miri goes from student . . . to teacher!Miri has spent a year at the palace, learning all about being a proper princess. But before she can return to her beloved Mount Eskel, the king has a task for her: Miri must travel to a distant swamp to start a princess academy for three sisters, cousins of the royal family. Unfortunately, Astrid, Felissa, and Sus are more interested in hunting and fishing than royal rules.As Miri spends more time with the girls, she realizes the king and queen's interest in them hides a long-buried secret. Relying on her own strength and intelligence, Miri must unravel the mystery while protecting the sisters--and maybe then she canfinallymake her way home.Don't miss the other books in the Princess Academy trilogy!Princess AcademyPrincess Academy: Palace of StonePrincess Academy: The Forgotten Sisters