Machine Learning for Financial Engineering

John J. Murphy has updated his landmark bestseller Technical Analysis of the Futures Markets, to include all of the financial markets.This outstanding reference has already taught thousands of traders

This book is full of examples of what designers can do once they learn the basics. This book presents an overview of the structural design process for designers with limited backgrounds in engineering

This modern and self-contained book offers a clear and accessible introduction to the important topic of machine learning with neural networks. In addition to describing the mathematical principles of the topic, and its historical evolution, strong connections are drawn with underlying methods from statistical physics and current applications within science and engineering. Closely based around a well-established undergraduate course, this pedagogical text provides a solid understanding of the key aspects of modern machine learning with artificial neural networks, for students in physics, mathematics, and engineering. Numerous exercises expand and reinforce key concepts within the book and allow students to hone their programming skills. Frequent references to current research develop a detailed perspective on the state-of-the-art in machine learning research.

When machine learning engineers work with data sets, they may find the results aren't as good as they need. Instead of improving the model or collecting more data, they can use the feature engineering process to help improve results by modifying the data's features to better capture the nature of the problem. This practical guide to feature engineering is an essential addition to any data scientist's or machine learning engineer's toolbox, providing new ideas on how to improve the performance of a machine learning solution. Beginning with the basic concepts and techniques, the text builds up to a unique cross-domain approach that spans data on graphs, texts, time series, and images, with fully worked out case studies. Key topics include binning, out-of-fold estimation, feature selection, dimensionality reduction, and encoding variable-length data. The full source code for the case studies is available on a companion website as Python Jupyter notebooks.

Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to

Machine learning is an interdisciplinary field of science and engineering that studies mathematical theories and practical applications of systems that learn. This book introduces theories, methods and applications of density ratio estimation, which is a newly emerging paradigm in the machine learning community. Various machine learning problems such as non-stationarity adaptation, outlier detection, dimensionality reduction, independent component analysis, clustering, classification and conditional density estimation can be systematically solved via the estimation of probability density ratios. The authors offer a comprehensive introduction of various density ratio estimators including methods via density estimation, moment matching, probabilistic classification, density fitting and density ratio fitting, as well as describing how these can be applied to machine learning. The book provides mathematical theories for density ratio estimation including parametric and non-parametric conve

Feature engineering is essential to applied machine learning, but using domain knowledge to strengthen your predictive models can be difficult and expensive. To help fill the information gap on featur

Machine learning is an interdisciplinary field of science and engineering that studies mathematical theories and practical applications of systems that learn. This book introduces theories, methods and applications of density ratio estimation, which is a newly emerging paradigm in the machine learning community. Various machine learning problems such as non-stationarity adaptation, outlier detection, dimensionality reduction, independent component analysis, clustering, classification and conditional density estimation can be systematically solved via the estimation of probability density ratios. The authors offer a comprehensive introduction of various density ratio estimators including methods via density estimation, moment matching, probabilistic classification, density fitting and density ratio fitting, as well as describing how these can be applied to machine learning. The book provides mathematical theories for density ratio estimation including parametric and non-parametric conve

The Mubbles: The Good, the Bad and the Perky is the third in the hilarious full colour comic book series by Liz Pichon, the globally bestselling creator of Tom Gates."I laughed so much, I could barely breathe!" - Ellie"I read this book 5 times over, it was so good!" - HugoReturn to The Isle of Smile and the colourful, fun-loving Mubbles - Pop, Dash, Cheery and the gang. The Mubbles love their island, especially the mysterious Uncertain Curtain, which always delivers an unexpected surprise! What will it be today?Today the Uncertain Curtain delivers a karaoke machine - which the Mubbles love for singing their cheerful songs! This makes the Doomongers on the Isle of Gloom grumpy and desperate to stop the karaoke fun.Will sending the Clouds of Doom, the Whiff of Woe or the Beastly Bugs to the Isle of Smile keep the merry Mubbles quiet once and for all?Filled with colourful characters, boundless fun and lots of adventures this series is a guaranteed hit for kids. Featuring a QR code that wi

It’s a bird! It’s a plane! It’s a . . . pancake? Our favorite syrupy superhero returns in a new graphic novel to face Breakfast Town’s new supervillain and take down her terrible mind control machine . . . before it takes over the entire town!When we last saw our hero, Peggy Pancake, she was learning to be more responsible by babysitting five mini muffins and rescuing Breakfast Town from a Mini Mega Laser of Doom disaster. Now, stranger things are happening . . . and Peggy is so busy trying to prevent Breakfast Town from becoming complete toast, she keeps missing important plans with her brother, Patrick! To try and mend their relationship, Peggy and Patrick’s parents sign them up to perform together at the school talent show. Little do they know the Bacon Bullies will be in the audience, and Peggy’s singing voice has been, well, more scrambled than it used to be.As Peggy and her friends investigate the mysterious events around town, they find a familiar enemy working from a lair under

Learning to fly at the Unicornia Academy of Magic. A glittery birthday celebration at a magical theme park. A magical baking competition full of sugar and surprises. Practising a dance routine on a sparkling rainbow stage. All of it taking place in a land where unicorns are everywhere! For beginning chapter-book readers who adore a certain mythical beast, this delightful boxed set of four paperback stories is guaranteed to make an enchanting gift.Includes:Unicornia: Learning to FlyUnicornia: A Magical BirthdayUnicornia: The Cupcake ContestUnicornia: The Dance Show

Expect four times the charm with this shimmering quartet of adventures that includes a fun sticker page. Learning to fly at the Unicornia Academy of Magic. Enchanted cakes and candies at the most glittery birthday celebration ever. A magical baking competition full of sugar and surprises. Practicing a dance routine on a sparkling rainbow stage. All of it taking place in a land where unicorns are everywhere! For beginning chapter-book readers who adore a certain mythical beast, this delightful boxed set of four paperback stories, complete with a sheet of colorful stickers, is guaranteed to make an enchanting gift.Includes: Unicornia: Learning to FlyUnicornia: A Magical BirthdayUnicornia: The Cupcake ContestUnicornia: The Dance Show

The 52-Storey Treehouse – in colour! The fourth bestselling book in Andy Griffiths and Terry Denton's wacky treehouse adventures, packed full of comic book style illustrations! Perfect for fans of Dog Man and Bunny vs. Monkey. 'The kind of book I would have loved as a kid' - Tom Fletcher, author of The Creakers.Andy and Terry's incredible, ever-expanding treehouse has thirteen new storeys! It used to be 13, then 26, then 39, but they keep expanding!This time, there's a new watermelon-smashing level, a wave machine, a life-size snakes and ladders game (with real ladders and real snakes!), a rocket-powered carrot launcher, a Ninja Snail Training Academy and a high-tech detective agency with all the latest high-tech detective technology. Which is lucky, because they have a BIG mystery to solve: where is Mr Big Nose?!Well, what are you waiting for? Come on up!

Welcome toMiniTouch: On the Go! A gorgeous, giftable touch-and-feel book for little ones from birth upwards. Introduce vehicles and first words, and boost motor skills with sensory touch-and-feel fabrics.The MiniTouch series for babies aged 0–3 is packed full of developmental benefits. Fresh, stylish and playful with gently rhyming text, each book makes a beautiful addition to your child's playspace or bookshelf,forming an eye-catching collection.The content of each book covers core early learning concepts. There are two layers of learning: the first being topic-themed, such as vehicles, and the second being learning-based, such as first words. Theplayful rhyming text is perfect for engaging your childand will help develop their rhythm and rhyme as well as bringing added context to each new word.Each book in the series features a unique range of touch-and-feel areas, which are ideal for developing your child's motor skills as well as aiding sensory development. Fabrics such as corduroy

Why do your eyes blink? Why does your heart race when you run fast? How does your body know when to stop eating? This encyclopedia about the human body will answer these and many more whys and hows for you. Learning is made simpler with well-labelled diagrams and an extensive glossary of difficult words. Bonus: the engrossing book comes loaded with Isn't It Amazing—a section of fun facts to keep you glued for more.This encyclopedia is a must-read for all children!•

From Mount Fuji and hot springs to the bustling city of Tokyo, explore the wonders of Japan. DK Super World: Japan is part of the new DK Super World series for children aged 7-11 to explore the wonders of diverse cultures and landscapes across the globe. Aligned with England’s National Curriculum, Cambridge Primary and the IB PYP, this book is the perfect support for learning about the countries of the world.Embark on an educational journey with this enriching Japan country profile book, specifically tailored for primary school pupilsThis geography book for children offers:Curriculum-aligned and age-appropriate material that covers all the key teaching points. Bright images, engaging content and interactive elements that helps encourage reluctant learners. Vocabulary-building content covering a wide range of topics.Captivating and curriculum-aligned content, diagrams and interactive elements provide an immersive learning experience while covering key information about the richness of o

Introduce your little ones to the excitement ofthings that gowith this funpull-tab board bookfromClever's Push and Pull series! Perfect forbabiesandtoddlers, the sturdypush and pull mechanismson every page promotefine motor skillsand provide deeper interaction with the text. With simple text and vibrant illustrations, toddlers will delight in learning about life in thecity. Watch their faces light up as they pull a tab to make atrainleave the station, spin a wheel to discover who delivers packages, and push abuttonto moveboatsacross the water. Plus, each page featuresseek-and-find activitiesthat help identify and name things in thecity. This engaging book offers endlessfunand learning for young readers!

This hands-on (and marker-on!) curriculum-based workbook provides reinforcement, practice, and review opportunities of foundational pre-math and pre-reading concepts plus motor skill work for the youngest learners. The ultimate write and erase workbook, with tons of curriculum-based activities and exercises focusing on letters, numbers, colors, and shapes. Includes a removable double sided white board and dry erase marker (attached in spiral binding). It's fun to be smart! From the brand that's loved by kids, teacher approved, and parent trusted, Brain Quest Write and Erase: Preschool Skills is packed with hands-on activities that introduce and reinforce concepts students need to prepare for school. Bonus questions on each page extend the learning and give parents ample opportunities for engaging conversations and language development. Aligned with early learning standards and expertly vetted by award-winning teachers, each page is designed to set students and parents

Max Meow 1: Cat Crusader (graphic novel)Max Meow 2: Donuts and Danger (graphic novel)Max Meow 3: Pugs from Planet X (graphic novel)Max Meow 4: Taco Time Machine (graphic novel)Max Meow 5: Attack of the ZomBEES (graphic novel)Max Meow 6: When Pancakes Go Bad (Really Bad!)(graphic novel)

Join the unicorns and their fairy friends as they fly over a rainbow, explore and enchanted forest and splash in a magical pond. Move the chunky sliders to reveal lots of little surprises. The eye-catching illustrations are designed for very young children, and the sliders, cut-outs and fingertrails are brilliant for developing essential early learning skills.

《GE智能平台控制系統及其應用（基於Proficy Machine Edition 9.0軟件）》以GE智能平台ProficyMachineEdition9．0軟件和iFIX5．1組態軟件在工程實踐中的應用為例，對ProficyMachineEdition9．0軟件和iFIX5． 1組態軟件的相關知識（包括基本概念、系統設置、標籤、數據庫、圖形與動畫製作、報警數據顯示、安全與調度報表等），按照工作

The third book in a laugh-out-loud early graphic novel series perfect for fans of Narwhal and Jelly! Quiet-loving Moose's life is turned upside down by free-wheeling Duck. The two will need to put their differences aside if they're ever going to be neighbors...or friends!It’s time for a best-friends-slash-roommates sleepover! Duck is prepared for everything: he’s got snacks, his karaoke machine, and a stack of movies for Moose and him to watch. But is Duck ready for how early it gets dark now that it’s winter in Denali? Moose sheds some light on the situation and shows Duck that sometimes things aren’t as scary as you imagined.Filled with zany hijinks and slapstick humor, Kirk Reedstrom's Duck and Moose series showcases unlikely friendships and the power of compromise.

Female entrepreneurial motivation and growth intention: Moderating effects of marriage, motherhood and husband involvement for Taiwanese female entrepreneurs in small and medium enterprisesThe enigma of volatility: Exploring asymmetric threshold effects in U.S. bond futures prices during yield curve inversionsThe differential long-term and short-term impacts of risk factors on stock returns of financial holdings and traditional banks Are retail or institutional investors’ shareholdings and market turnover ratio determinants of the negativity of the security market line in the Taiwan stock?Reevaluating the effectiveness of fear appeals on purchase intentions for green products: The moderating effects of social value orientationDoes corporate image affect donation effectiveness? Evidence from the Taiwan stock market

The 39-Storey Treehouse in colour is the third book in the bestselling Treehouse series by Andy Griffith's and Terry Denton. This laugh-out-loud story is told through a combination of text and fantastic cartoon-style illustrations - all now in full colour! Perfect for fans of Dog Man and Bunny vs. Monkey.Andy and Terry's amazing treehouse has thirteen new levels (it used to be 13 storeys, then 26, but they keep expanding!)They've added a chocolate waterfall you can swim in, a volcano for toasting marshmallows, a bulldozer-battling level, a baby-dinosaur-petting zoo, a not-very-merry merry-go-round, a boxing elephant called the Trunkinator, an X-ray room, a disco with light-up dance floor, the world's scariest roller coaster and a top-secret thirty-ninth level which hasn't even been finished yet!And this year Terry has created the greatest invention that he – or anyone else – has ever invented . . .a Once-upon-a-time machine that will write and illustrate their entire book for them!Well

From the author-illustrator of Mildred the Gallery Cat comes another charming caper about a young girl learning that it's okay to ask for help.Little One is finally grown up enough to go out with her friends on one of their big adventures! But when things start to go extraordinarily wrong, Little One is determined to fend for herself.Thousands of miles away from home, can she conquer her fear and learn to ask for help?

Debut author Mellody Hobson, barrier-breaking pioneer in the world of finance, demystifies money for kids with a look at some wild and weird facts about what makes the world go round. What is the meaning of all those symbols on US bills (and why are they so hard to counterfeit)? What's with people calling money "bacon" or "cheddar" or "smackeroonies"? With savvy and wit, financial expert Mellody Hobson sheds a friendly light on a daunting subject, from the meteorites that created the first mineral deposits to the ancient Maya who used chocolate as currency to the beginnings of the banking system itself. Readers learn about bartering, profit and loss, the origins of credit, ATMs, and even fun facts about money around the world. In her first children's book, Mellody Hobson brings excitement to the realm of financial literacy and gives kids the tools they need to navigate money now and in the future. Featuring energetic artwork by debut illustrator Caitlin Stevens, amusing skits starring

Most Anticipated in:AARP Associated Press Time Magazine Oprah Daily Chicago Tribune Literary HubPublishers Weekly Publishers LunchTwenty-five years after the publication of his groundbreaking first book, Malcolm Gladwell returns with a brand-new volume that reframes the lessons of The Tipping Point in a startling and revealing light.Why is Miami…Miami? What does the heartbreaking fate of the cheetah tell us about the way we raise our children? Why do Ivy League schools care so much about sports? What is the Magic Third, and what does it mean for racial harmony? In this provocative new work, Malcolm Gladwell returns for the first time in twenty-five years to the subject of social epidemics and tipping points, this time with the aim of explaining the dark side of contagious phenomena. Through a series of riveting stories, Gladwell traces the rise of a new and troubling form of social engineering. He takes us to the streets of Los Angeles to meet the world’s most successful bank robb

A funny, heartwarming story about internet trolling and learning to love yourself.The Times Children's Book of the Week - "Playful and perceptive...This is definitely one troll worth unblocking"Indie Book of the Month - September 2024A funny, heartwarming story about internet trolling and learning to love yourself.Below the bridge,beneath the log,underneath the burping bog,where townsfolk whispered, cringed and crept,a terrifying monster slept...In this funny tale, inspired by both internet trolls and The Three Billy Goats Gruff, there is a terrifying troll that lives under a bridge. Unseen, he delights in shouting nasty things to passers-by. But when a d/Deaf bunny unwittingly faces up to him, he realises that it's not so fun to say nasty things to someone's face. Can Troll finally learn to love himself and others?Perfect for children aged 3+· This is a funny story that addresses internet trolling in an accessible way· A charming character-led tale with Troll learning the error of his

Perfect for children just learning to read, this highly original book is told entirely in speech bubbles with a repetitive use of familiar phrases. From the award-winning author of Don't Let the Pigeon Drive the Bus!Gerald is careful. Piggie is not.Piggie cannot help smiling. Gerald can.Gerald worries so that Piggie does not have to.Gerald and Piggie are best friends.Piggie cannot wait to play her new instrument for Gerald. But is she ready for his reaction...? Mo Willems creates another hilarious escapade starring the award-winning duo that will have early readers breaking into laughter from the first page.

Timekeepers這次來到1890年代的紐約，阻止壞蛋DeLay冒充愛迪生，竊取特斯拉即將發表的X光機！穿梭城市、追查線索，歷史岌岌可危。The Timekeepers are a secret organization of kids who keep the course of history on track. And history needs them—a villain called DeLay is causing chaos!The Timekeepers are a secret organization of kids who keep the course of history on track - and history needs them - a villain called DeLay is causing chaos! When the hands on their watches start to spin backwards, the Timekeepers know that DeLay has been up to no good, and it's up to them to put things right...In this instalment, the Timekeepers travel back to 1890s New York City and the laboratory of Nikola Tesla. On the eve before Tesla is set to reveal his latest invention, the X-Ray Machine, the time pirate DeLay, disguised as Tesla's rival Thomas Edison, steals the machine. The Timekeepers begin a pursuit around NYC in search of the machine to ensure history stays on track.With a range of adventures that span all of history, The Timekeepers series is perfect

Alice Éclair, Spy Extraordinaire will whisk you away on a fabulous adventure, full of daring action and delicious cakes!Baker by day, spy by night - Alice Éclair leads an exciting double life!At France's Olympics training camp, a brilliant young cyclist needs help. Her father has disappeared - along with the machine he invented that creates unbreakable codes. Alice goes to work undercover in the athletes' butter-free kitchen, desperate to crack the case.Armed with a light sponge mix and an airy disregard for danger, can Alice serve up a solution before it's too late?A Sprinkling of Danger is Alice's fourth adventure and can be read as a stand-alone novel, or enjoyed as part of the Alice Éclair, Spy Extraordinaire series. Look out for Alice's other missions - A Recipe for Trouble, A Spoonful of Spying and A Sprinkling of Danger!Perfect for fans of Robin Stevens' Murder Most Unladylike series and M.G. Leonard and Sam Sedgman's Adventures on Trains series.

Meet Izzy the Inventor in a laugh-out-loud chapter book series that brings together science, magic and a very lovable unicorn. Packed full of illustrations and easy-to-read text, this series is perfect for newly independent readers and fans of Isadora Moon and the Kitty books.Izzy is perfecting her tickle machine for her INVENTION COMPETITION when she discovers teeny-tiny ogres are on the loose in her local park - and it's all her fault (she brought them back from Fairytale Land BY MISTAKE). Now Fairytale Land is in chaos! There are wolves chasing wizards and goblins are tormenting the poor fairies. Izzy must find the ogres with the help of her trusty friend, Henry the Unicorn, and bring them back to Fairytale Land. Can Izzy and Henry catch the ogres? And will she be back in time for her INVENTION COMPETITION?Every book contains ideas for science experiments and a QR code with links for more to try at home.

Understand the rules of English grammar with this fun, fully illustrated reference book for children aged 5–9 who are studying English as a foreign language.Make learning grammar fun with this clear, simple and visual guide for children learning English as a foreign language or English as a second language (ESL). Young learners of English will be captivated and engaged by the dynamic visual approach that sets English for Everyone Junior: English Grammar apart from other language materials for children. Attractive illustrations, clear layouts, and simple explanations present and explain the rules of the English language in a way that is easy for younger learners to understand and digest. The grammar covered in this reference book will help children to describe the world around them, talk about their likes and dislikes, ask questions, and form negative sentences. Grammar is first presented in a realistic scene, and then broken down into small chunks that are easy to unders

From “The Godfather of FI”, a follow-up to his international bestselling finance sensation The Simple Path to Wealth. Pathfinders brings together scores of amazing and insightful real-life stories from real people on a quest to find financial independence—providing practical encouragement and inspiration for anyone who wants to join them.From "The Godfather of FI", a follow-up to his international bestselling personal finance sensation The Simple Path to Wealth!Pathfinders brings together scores of amazing and insightful real-life stories from real people on the journey to financial independence – providing practical encouragement and inspiration for anyone who wants to join them.Lighting the way in the real world to The Simple Path to Wealth, these are fascinating, heartfelt, often surprising tales:- of struggles overcome and the rewards that followed- of enterprising solutions to unexpected problems- of sacrifices made and the kindness of strangers- of surprisingly simple steps – and

From "The Godfather of FI", a follow-up to his international bestselling personal finance sensation The Simple Path to Wealth!Pathfinders brings together scores of amazing and insightful real-life stories from real people on the journey to financial independence-providing practical encouragement and inspiration for anyone who wants to join them. Lighting the way in the real world to The Simple Path to Wealth, these are fascinating, heartfelt, often surprising tales: - of struggles overcome and the rewards that followed - of enterprising solutions to unexpected problems - of sacrifices made and the kindness of strangers - of surprisingly simple steps-and the amazing places they can take youand much, much more. Author JL Collins accompanies these readers' stories with reflections on his "rules for the road"-as well as a candid conversation about the journey to financial freedom with his daughter, the inspiration for his original international bestseller.Pathfinders is the ultimate compan

"Investing is a simple activity, which an entire industry strives to make complicated to justify its existence."At a time when a record number of people are investing in the stock market, this book by award-winning financial writer Nicolas Bérubé reveals how any investor can get rich and beat the professionals at their own game by investing less than an hour a year of their time.Admitting that he felt like a 'zero' after his first mistakes as a beginner investor, Nicolas has never stopped trying to understand what separates the winners from the losers. He has observed how the greatest investors around the world think and act, meeting and interviewing many of them, and going on to include the revealing results here.He also uses little-known examples, such as the forgotten theft of the Mona Lisa, Isaac Newton's stock market disaster, and the mistake made by one of the world's greatest investors, to make learning about investing a compelling journey through history, psychology, and financ

英文學習遊戲書有了spelling machine的神奇轉盤，拼單字，也可以變得超級有趣！全新包裝，內容再升級 知名親子叢書作家廖彩杏推薦：“ Spelling Machine：Make Spelling Fun！”是一本寓教於樂的遊戲書，讓孩子從小小的拼字遊戲，得到樂趣。 本套書以「校園生活」為主題，分6大場景，共收錄30個常用英文單字。在不同場景，小朋友要先動手動眼，找一找不同物件在哪裡？並學會認識這些物件的英文，學會認字後，用前方的轉盤練習拼字。剛開始認字、學習自然發音的小讀者，都能從遊戲中開心學習！ 【玩法說明】1.第一步，先把紅圈順時針轉到「start」處。2.假設今天要讓孩子熟悉pencil的拼法，就先大聲念出pencil，讓孩子聽聽看，這個單字，是由哪些字母所組成的。3.現在要拼出pencil，就把第一個字母p，順時針轉到start處。4.再把第二個字母e，撥到start處，接下來的字母以此類推。5.最後.恭喜，完成了！請孩子打開翻頁機關確認答案，看到「pencil」了嗎？ 是不是好像變魔術一樣，好神奇呢？拼字，也可以這麼有趣！

Help kindergarten students develop reading skills with fun and effective daily practice activities. The daily reading practice in this workbook covers fiction, nonfiction, and nontraditional texts, organized by engaging thematic units.Now fully in color! Develop foundational reading skills with fun and effective daily practice activities designed for kindergarten students.180 Days™: Reading for Kindergarten, 2nd Edition:*Provides learning activities that build confidence with reading and writing*Incorporates thematic units and a combination of fiction, nonfiction, and nontraditional texts*Full-color pages provide visual interest and easily distinguish exercises from others on the page*Makes at-home learning, whole class instruction, or small group support quick and easy*Includes a complete answer key to assess and diagnose student understandingParents appreciate the grade-appropriate reading passages and engaging topics that children will enjoy. The daily reading practice in this activ

Spot has a new sibling! Follow along as he discovers how much fun it is to be a big brother in this classic lift-the-flap tale - the perfect story for a family expecting a new arrival.Mum and Dad have a special surprise for Spot - a new sibling! Toddlers will love joining Spot as he meets his little sister Susie and helps her settle into the family.With fun flaps to develop fine motor skills and an adventurous story to encourage curiosity and exploration, this classic story is perfect for early learning and play.Eric Hill'sWhere's Spot?was the first ever lift-the-flap book - and his ground-breaking innovation continues to delight and surprise readers with interactive fun. Spot has now been a trusted character in early learning for over 40 years, selling over 65 million books worldwide.

A stunning gift board book with BIG flaps on every page! Toddlers and preschoolers will adore learning their letters as they search for objects and characters behind the shaped flaps, name what they can see, and begin learning the letter names and sounds of the alphabet.With a vibrant, clear design and illustrations from stationery and homeware designer Edward Underwood, this beautiful title is the perfect first words book for little ones. A brilliant tool for building vocabulary, exploring letters and sounds, stimulating speech, and securing the foundations of reading, this delightful book is really just full of flaps and FUN!