Natural Language Processing with Python

從A/B測試、通用啟發法、吃角子老虎機演算法，到貝氏最佳化「網頁搜尋、社交網路、手機app，它們每天都在最佳化！這種概念對許多今後要進行數位化的產業來說不可或缺，也會從根本改變我們在行銷、產品開發和設計的思維。即使不是理工背景，也請從內容感受基於資料的最佳化世界的氛圍。」-東京大學研究所工學系研究科 人工智慧工程研究中心／技術經營戰略學專攻 教授 松尾豐只要是網路服務相關開發人員，都無法迴避此課題：提供更好的使用者體驗。本書介紹如何定量評估及改善使用者行為，以達成網路服務的成長。本書從簡單的A/B測試開始，介紹線性模型、通用啟發法、吃角子老虎機演算法、貝氏最佳化，以及機器學習的各種知識，帶您了解如何用數學方式解決網站最佳化這個現實中的問題。透過Python範例程式碼與圖表解說的數學模型，仔細解釋機器學習和統計的基礎知識，對於想了解網站最佳化方式與機器學習基礎知識的讀者來說，本書是最適合的選擇。

BANG! What is G-force? What is a sonic boom? Find out more about the science of fast cars and high speed.High Speed, a Level 4 Reader, is A2 in the CEFR framework and supports YLE Flyers exams. The longer text is made up of sentences with up to three clauses, more complex past and future tense structures, modal verbs and a wider variety of conjunctions.

How do you move water? Can we grow food where it does not rain? Find out more about dams, aqueducts and working with water.Working with Water, a Level 3 Reader, is A1+ in the CEFR framework and supports YLE Movers exams. The longer text is made up of sentences with up to three clauses, some expression of future meaning, comparisons, contractions and relative clauses.

An illustrated adaptation of Sir Arthur Conan Doyle's classic Sherlock Holmes mystery – at an easy-to-read level for readers of all ages! Also includes a QR code for the free audiobook!‘Well, Watson, something bad has happened to me,’ Holmes said. ‘It seems I’m not indestructible after all.’ Watson’s worst fears have come true: his best friend, Sherlock Holmes, is dying! Watson is desperate to help, but Holmes is being his usual stubborn self and refuses to see a doctor. Yet with deadly traps, mysterious murder plots and a cunning coffee plantation owner to deal with, Watson begins to wonder whether everything is as it seems …

An illustrated adaptation of Sir Arthur Conan Doyle's classic Sherlock Holmes mystery – at an easy-to-read level for readers of all ages! Also includes a QR code for the free audiobook!You should write about the case of the Devil’s Foot. I am sure your readers would love to hear about the day we almost died. HolmesAll Watson wants is a nice quiet holiday with Holmes, but that’s not what he’s getting.When Brenda Tregennis is found dead at her dinner table, with no clues as to how or why, all eyes turn to the detective duo to solve the mystery. With deadly experiments, lethal poisons and a suspicious explorer to deal with, there’s no time for relaxation!

An illustrated adaptation of Sir Arthur Conan Doyle's classic Sherlock Holmes mystery – at an easy-to-read level for readers of all ages! Also includes a QR code for the free audiobook!Holmes shook his head sadly. ‘You think that unless this document is found there will be war?’ ‘It’s very likely,’ said the prime minister. ‘Then, sir, we must prepare for war.’ A secret government document has been stolen.It’s up to Holmes and Watson to find it and save the country from war! But with sly secret agents, mysterious murders and the question of a curious bloodstain to contend with, will Holmes and Watson be able to piece the puzzle together in time?

An illustrated adaptation of Sir Arthur Conan Doyle's classic Sherlock Holmes mystery – at an easy-to-read level for readers of all ages! Also includes a QR code for the free audiobook!‘There are no other beryls like these in the world, and they would be impossible to replace. I leave it with you, Mr Holder, trusting that it shall stay safe and sound.’ Mr Holder’s life is turned on its head when a piece of the priceless crown he’s been asked to guard goes missing. The police have no clues and only one suspect: Mr Holder’s own son.Everyone’s hopes lie with Sherlock Holmes. But can the genius detective find the missing treasure before time runs out?

An illustrated adaptation of Sir Arthur Conan Doyle's classic Sherlock Holmes mystery – at an easy-to-read level for readers of all ages! Also includes a QR code for the free audiobook!I shall now reveal the truth of the legend behind the hound of the Baskervilles … No Baskerville should ever cross the moor at night. With a deadly phantom hound on the loose and a mysterious man living on the moor, Devon is a dangerous place to be. But Holmes and Watson must put their fears aside.The country’s favourite crime-fighting duo need to unravel the strange case of Sir Charles Baskerville’s murder before his nephew meets the same fate.

You are about to embark on a dangerous adventure. With this game in a book, use the pop-out Survival Spinner to learn your fate as you face peril after peril in a wild, rugged landscape. You become lo

Praised by R.J. Palacio as "wondrous"--this moving memoir follows a teenage boy with TC syndrome and his exceptional family from diagnosis at birth to now. "This touching memoir is a must-read for anyone who wants to know more about the real-world experiences of a child with craniofacial differences and his extraordinary family. It's also more than that. It's a story about the love between a mother and a son, a child and his family, and the breadth of friends, helpers, and doctors that step in when the unexpected happens. It's a story that will make young readers reevaluate the word 'normal'--not only as it applies to others, but to themselves. Any book that can do that is pretty wondrous, as far as I'm concerned." --R.J. Palacio, author of Wonder In this uplifting and humorous memoir brimming with black-and-white comic illustrations, Nathaniel and his mother, Magda, tell the story of his growing up with the same craniofacial syndrome as the boy from Wonder--from facing sixty-seven sur

甜點怎麼誕生的？冰淇淋、布朗尼、派餅背後，其實都有一段有趣的歷史。本書用漫畫形式介紹各種經典甜點的由來與發明小故事，還收錄簡單食譜，讓讀者在了解食物的同時，也能親手試做。搭配實用知識與文化背景，是寓教於樂的非虛構圖文書。Cake is delicious and comics are awesome: this exciting non-fiction graphic novel for kids combines both! Explore the history of desserts through a fun adventure with facts, legends, and recipes for readers to try at home.Have you ever wondered who first thought to freeze cream? Or when people began making sweet pastry shells to encase fruity fillings? Food sprite Peri is excited to show you the delicious history of sweets while taking you around the world and back!The team-up that made ice cream cones!The mistake that made brownies!Learn about and taste the true stories behind everyone’s favorite treats, paired with fun and easy recipes to try at home. After all, sweets―and their stories―are always better when they’re shared!

A fun and fresh graphic novel series spin-off of the New York Times bestselling Click series, featuring aspiring entrepreneurs Beth and Chanda The girls hope the path to fashion, fame, and fortune starts with taking up as many summer jobs as two besties can find, but nothing can prepare them for a dogsitting mishap that throws their business plan--and friendship--into chaos

Join The Very Hungry Caterpillar for one of his favorite meals of the day: breakfast The Very Hungry Caterpillar is very hungry . . . for breakfast With die-cut pages, a simple narrative, and beautiful artwork from Eric Carle, this interactive board book is the perfect way to introduce the most important meal of the day. From muffins and pancakes to eggs and fruit, there's something everyone will enjoy. This book will become a staple in the kitchen for even the littlest food critic in training

彼得潘的生活一點也不無聊！永遠長不大的男孩-彼得潘，帶著溫蒂和她的兄弟們進行了一次狂野的冒險。他們帶著仙女小叮噹，飛到遙遠的夢幻島。在那裡，他們和迷失男孩們一起住在一棵樹下，躲避海盜。跟著彼得和朋友們的幻想，直到嗜血的虎克船長出現......他們能逃脫嗎？滴答滴答滴答...*本書互動功能需依書中說明下載APP(Snap Learn)後使用。Life with Peter Pan is hardly dull! The boy who never grows up takes Wendy and her brothers on a wild adventure. With fairy Tinker Bell, they fly far, far away to Neverland. There, they live under a tree with the Lost Boys and hide from the pirates. Follow Peter and friends in their fantasies until bloodthirsty Hook creeps up. Can they escape? Tick tick tick ...

彼得潘的生活一點也不無聊！永遠長不大的男孩-彼得潘，帶著溫蒂和她的兄弟們進行了一次狂野的冒險。他們帶著仙女小叮噹，飛到遙遠的夢幻島。在那裡，他們和迷失男孩們一起住在一棵樹下，躲避海盜。跟著彼得和朋友們的幻想，直到嗜血的虎克船長出現......他們能逃脫嗎？滴答滴答滴答...*本書互動功能需依書中說明下載APP(Snap Learn)後使用。Life with Peter Pan is hardly dull! The boy who never grows up takes Wendy and her brothers on a wild adventure. With fairy Tinker Bell, they fly far, far away to Neverland. There, they live under a tree with the Lost Boys and hide from the pirates. Follow Peter and friends in their fantasies until bloodthirsty Hook creeps up. Can they escape? Tick tick tick ...

讓我們一起加入唐三藏、孫悟空、豬八戒與其他朋友的大冒險！孫悟空很調皮，但和他在一起很有趣！看著唐三藏面對許多問題，並一步一步地克服它們。豬八戒非常努力地克服了自己的弱點，這點激勵了大家。那麼，你要一起加入這場旅程嗎？*本書互動功能需依書中說明下載APP(Snap Learn)後使用。Join Tripitaka, Sun Wukong, Zhu Bajie and many other friends on a great adventure! Sun Wukong might be mischievous, but he's fun to be with! Watch as Tripitaka faces a lot of problems and overcomes them, one step at a time. Be inspired by Zhu Bajie, who has many weaknesses and tries very hard to cope with them. So, are you in?

讓我們一起加入唐三藏、孫悟空、豬八戒與其他朋友的大冒險！孫悟空很調皮，但和他在一起很有趣！看著唐三藏面對許多問題，並一步一步地克服它們。豬八戒非常努力地克服了自己的弱點，這點激勵了大家。那麼，你要一起加入這場旅程嗎？*本書互動功能需依書中說明下載APP(Snap Learn)後使用。Join Tripitaka, Sun Wukong, Zhu Bajie and many other friends on a great adventure! Sun Wukong might be mischievous, but he's fun to be with! Watch as Tripitaka faces a lot of problems and overcomes them, one step at a time. Be inspired by Zhu Bajie, who has many weaknesses and tries very hard to cope with them. So, are you in?

Two foxes - one little, one grown - set out to explore the world. On the way, they discover the many qualities that they share with the animals all around them, as they rest and play, live and love. T

A hilarious and anarchic collection of classic bedtime stories for young readers, all utterly updated for a new generation - now in paperback format. Meet Trumplestiltskin, a vain and gold-obsessed little man who will stop at nothing to become richer and richer. There's Sleeping Brainy, the princess whose only dream is to become Chancellor of the Exchequer, and the Gingerbread Kid, who escapes persecution in his home country but struggles to fit in in his new one.You won't forget the lingering stench of Mouldysocks - a boy obsessed with staring at his iPad but rather less obsessed with personal hygiene - and you'll be rooting for Rap-Unzel when she gets the chance of fame by appearing on Kingdom's Got Talent . . .but at what cost?Packed with stories about boys who aren't afraid to cry and rhymes about girls who refuse to kiss frogs, FEARLESS FAIRY TALES shakes up dusty, old-fashioned (and, to be honest, rather sexist) bedtime stories and totally reinvents them for the twenty-first cent

From rising star Victoria Cassanell, Penguin Parcel is a sparkling Arctic adventure about friendship, empathy, and a very long journey.When Polar Bear spots a Penguin Coupon in the newspaper, he wastes no time in ordering his very own pet. He's thrilled with his new friend, but Penguin doesn't seem quite as pleased (though it's hard to tell – he's not very chatty). As time goes on, Penguin becomes more and more despondent, and Polar Bear knows he has to do something to fix it. And that something involves a very long journey. . .A warm-hearted, funny and breathtakingly beautiful book about kindness and learning to think about others.

From rising star Victoria Cassanell, Penguin Parcel is a sparkling Arctic adventure about friendship, empathy, and a very long journey.When Polar Bear spots a Penguin Coupon in the newspaper, he wastes no time in ordering his very own pet. He's thrilled with his new friend, but Penguin doesn't seem quite as pleased (though it's hard to tell – he's not very chatty). As time goes on, Penguin becomes more and more despondent, and Polar Bear knows he has to do something to fix it. And that something involves a very long journey. . .A warm-hearted, funny and breathtakingly beautiful book about kindness and learning to think about others.

暢銷童書《I’m Sticking With You》續集， 前作裡終於找到相處平衡點的一鼠一熊，又會因為公雞的加入而引發什麼大事件呢？三隻動物能夠找到彼此都滿意者的相處方式嗎？A joyful tale about acceptance and belonging from the creators of international sensation, I'm Sticking with You!

A gentle, delicately illustrated story about loss with both a a sweet sensory dimension, as well as a cosmic one.A boy’s grandfather goes away suddenly, never to return. How could he leave so suddenly

An NPR Backseat Book Club SelectionAn E. B. White Read-Aloud Honor BookAn Arizona Grand Canyon Reader Award WinnerAn Indiana Young Hoosier Book Award WinnerA Minnesota Maud Hart Lovelace Award WinnerA Connecticut Nutmeg Book Award WinnerA Nebraska Golden Sower Book Award WinnerAn Iowa Children’s Choice Book Award WinnerA Massachusetts Children’s Book Award WinnerNominated for 17 State Book AwardsSeven students are about to have their lives changed by one amazing teacher in this school-set series filled with unique characters every kid can relate to! Because of Mr. Terupt (Book 1)It's the start of fifth grade and Peter, Jessica, Alexia, Jeffrey, Luke, Danielle, and Anna find themselves thrown together in Mr. Terupt's class. They don't have much in common, and they've never gotten along. Not until a certain new teacher arrives and helps them to find strength inside themselves--and in each other. Mr. Terupt Falls Again (Book 2)Sixth grade comes with its own set of challenges but Pete

The seven kids who bonded in Mr. Terupt’s fifth-grade class are now in eighth grade, reunited with their beloved teacher, and vow to make the year as memorable as possible.Jeffrey, Alexia, Anna, Danie

所謂「資料探勘」(Data Mining)是利用模型認知技術與統計的手法處理大數據，發現有意義的新模型及傾向的過程。IBM SPSS Modeler 是一款資料探勘與預測分析軟體，可以使用Microsoft 安裝程式(MSI) 在Windows 系統上完成安裝，最近也可以在雲端使用它。它擁有 30 多種基本的機器學習算法和自動建模方法，具有 R 語言可擴展性，可使用 Python 腳本。使用IBM SPSS Modeler軟體可以找出人們最頻繁討論的話題，或是企業可以了解消費者實際關心的問題。資料探勘因為是透過各種資料分析技術，挖掘出顧客的消費行為模式與各項營運作業之管理決策等，可說是知識管理之一大利器。例如，7-11超商就是充分運用資料探勘技術，不斷推出各種抓住顧客心房的行銷活動，以贏得更多顧客的心，並將店舖之經營作更完善的規劃管理，使其獲利並使績效能夠長期位居國內零售業之領先地位。根據美國一項調查超過7萬名購物者的行銷研究，發現消費者在他們店中購物的行為有其一定的慣性，如果門市經營者或是行銷人員能夠善用「消費者行為」模式，將可有效改善經營品質。書中也一併列舉IBM SPSS Modeler常用的分析方法供讀者參考。資料探勘的方法包括監督式學習、非監督式學習等。監督式學習包括：分類、估計、預測等；非監督式學習包括：集群、關聯規則分析等。上述相關的分析方法，在第1篇中均有步驟式的介紹 ; 第2篇中舉出百貨業的資料案例，分析顧客的消費行為，利用IBM SPSS Modeler從RFM的角度探討消費者的特徵，以及如何向未購買者推銷商品，盼能藉由此例題能激起讀者對資料探勘的興趣。

為了照顧生日會上各種動物朋友的飲食習慣，而忙碌採買食材的企鵝，最後能辦出皆大歡喜的派對嗎？A jubilant and vibrant debut picture book about a penguin trying to organise a party for it's baby with all their friends! Comical and insightful, Horn's illustrations perfectly capture the dilemma of trying to cater for a large group of people and to keep everyone happy. It's that time of year again and Penguin is trying to plan a party for baby penguin. He heads to the supermarket to get some fish - everyone loves fish! But wait a second, Giraffe has text him to say he only likes leaves! So off Penguin goes back to the supermarket.Soon enough his other friends begin to message to tell him which foods they like and after many trips to the supermarket Penguin finally gets home. But now what should he make with all this food?! And will everyone enjoy the party? Join Penguin on his shopping trips, learn about what different animals eat and come join the party - there's something for everyone!

A hilariously funny, read-aloud story with cut-through reveals, from an internationally celebrated author-illustrator.Once there was a mysterious thing. Nobody knew how it got there, it just was. “It’s mine, all MINE!” say Mouse, Frog, Fox and Bear. But is it a piece of fruit, a wheel, a ball, a chair or something else altogether? And who will get to keep it in the end?

Alphabet StreetThere's so much to discover in this ingenious little book! Read the story, lift the flaps, enjoy the funny rhyming text, learn the letters of the alphabet and, then, when you're finished, flip the book and have fun with the playscene on the reverse!Christmas Street This spectacular lift-the-flap Christmas alphabet story is a book, a fold-out play-scene, and a beautiful festive frieze to decorate your room!Everyone is busy on Christmas Street! Who is baking gingerbread? Who is wrapping presents? And who's that coming down the chimney? Find out in this perfect Christmas gift book, the follow-up to Alphabet Street.With bright, cheerful artwork from Ingela P Arrhenius, illustrator of the bestselling Felt Flaps and Peekaboo series, and a clever rhyming text from Jonathan Emmett.Read the rhyming story, lift the festive flaps, learn the letters of the alphabet and seasonal words and then, when you're finished, flip the book and have fun with the giant snowy concertina play-scen

Ruff! Ruff! Meet Ruffles, the playful puppy who faces all the tricksy troubles of preschool life in this new picture book series from the award-winning author and illustrator David Melling. Just like every preschooler, Ruffles the puppy experiences all the ups and downs of daily life as he learns about the world around him. There are LOTS of things he likes and LOTS of things he doesn't ... and he doesn't always get things quite right!.Ruffles LOVES scratching, digging and chewing but he does NOT like wearing his coat on rainy days. No, no, no, no, NO! But when Ruffles wants to splash in puddles with his best friend, Ruby, he soon learns that some things are definitely worth wearing your coat for!Dog-lovers won't be able to resist the adorable Ruffles in this new preschool series from the creator of Hugless Douglas (over 5 million copies sold worldwide). Every Nosy Crow paperback picture book comes with a free 'Stories Aloud' audio recording - just scan the QR code and listen along!Oth

洗好澡、刷好牙，Meekoo 準備上床睡覺了。但──他的藍色小兔子不見了！這本可愛的音效書以孩子熟悉的睡前流程為主題，搭配五個聲音按鈕，從洗澡的「吱吱鴨」、刷牙聲，到最後爆笑的「呼嚕嚕」結尾，讓孩子忍不住重複按來聽。故事輕鬆有趣，畫風溫暖，是陪伴孩子入睡的絕佳讀物，也幫助建立穩定的睡前儀式感。A charming and funny sound-button story that’s perfect for bedtime.After a bath with a squeaky duck, and some noisy tooth-brushing, Meekoo heads to bed. But it’s soon clear that Blue Bunny has disappeared . . . what will Meekoo do then? This funny sound-button story is perfect for sharing with little ones before bed.Toddlers will love pressing the sound buttons and joining in with the funny snorey ending!Also available: Meekoo and the Big Red Potty, Meekoo and the Little Nursery

The perfect gift for the youngest of readers!With five tuggable felt flaps to lift, friendly characters and a surprise mirror ending, there's so much to discover in a Felt Flaps book!Stylish, fun and incredibly durable, the Where's Mr/s? books have earned their reputation as the must-have lift-the-flap series for babies and toddlers. In the super-festive Where's Mr Polar Bear?, little ones are on the look out for Mrs Walrus, Mr Hare, Mrs Reindeer and Mr Polar Bear. Other titles in the series include, Where's Mrs Doctor?, Where's Mrs T Rex? and Where's Mr Fire Engine?Where's Mr Lion? won Sainsbury's Children's Book of the Year 2017"The felt flaps in this sturdy board board are perfect for little ones to turn and tug, which means you can get even the tiniest tot into books and finding the activity fun.Ingela Arrhenius' illustrations are a real bonus. They are bright and retro and sure to capture your baby's attention. A perfect book to share with very little ones." BookTrust

這本書，不只能讀，還能玩，甚至可以掛起來佈置聖誕房間！《Christmas Street》是一場字母與節慶結合的閱讀冒險：誰在包禮物？誰在做薑餅？還有誰從煙囪溜下來？押韻文字搭配翻翻機關，讓孩子邊玩邊學字母與聖誕單字。閱讀完畢還能將書整本翻面，變成一條可以擺放的立體街景，為房間增添節慶氛圍。趣味與設計感兼具，是聖誕節不可錯過的精緻繪本。This spectacular lift-the-flap Christmas alphabet story is a book, a fold-out play-scene, and a beautiful festive frieze to decorate your room!Everyone is busy on Christmas Street! Who is baking gingerbread? Who is wrapping presents? And who's that coming down the chimney? Find out in this perfect Christmas gift book, the follow-up to Alphabet Street.With bright, cheerful artwork from Ingela P Arrhenius, illustrator of the bestselling Felt Flaps and Peekaboo series, and a clever rhyming text from Jonathan Emmett.Read the rhyming story, lift the festive flaps, learn the letters of the alphabet and seasonal words and then, when you're finished, flip the book and have fun with the giant snowy concertina play-scene on the reverse! With two big sturdy flaps on every spread, this is a charming Christmas alphabet book that lit

In Hegel and the Wired Brain, Slavoj Zizek gives us a reading of philosophical giant G.W.F. Hegel that changes our way of thinking about the new posthuman era. No ordinary study of Hegel, this work investigates what he might have had to say about the idea of the 'wired brain' - what happens when a direct link between our mental processes and a digital machine emerges.Zizek explores the phenomenon of a wired brain effect, and what might happen when we can share our thoughts directly with others. He hones in on the key question of how it shapes our experience and status as 'free' individuals and asks what it means to be human when a machine can read our minds. With characteristic verve and enjoyment of the unexpected, Zizek connects Hegel to the world we live in now, shows why he is much more fun than anyone gives him credit for, and why the 21st century might just be Hegelian.

A vibrant celebration of things that go, with a lively text from author Moira Butterfield and pictures from debut-talent Bryony Clarkson. Come and hitch a ride in vehicles of every shape and size - from family cars to double-decker buses, chugging tractors to speedy supercars, and gigantic monster-trucks to noisy fire engines. With bounce-along rhythms and fascinating facts from author Moira Butterfield, and bright, lively pictures by rising star Bryony Clarkson, any single reading of My Big Book of Transport is sure to result in a victory lap or two!

A stunning new hardcover edition of The World of Robert Jordan's The Wheel of Time, bursting with full-color art, legends, and stories from the iconic series that's soon to be an original series starr

The Classical Music Sound Book series introduces the youngest music lovers to famous composers with whimsical illustrations and 6 magical sound buttons to experience the joy of their music Babies and

Fairy Tale Land opens the gates to the magical land where all the fairy tale characters live. Get lost in this visually stunning, oversized gift book that features all the well-loved stories, and immerse yourself in their enchanting world! The tales are expertly retold, perfect for bedtime, and each story is followed with an exquisitely illustrated, detailed map of its neighbourhood. You can drop into Hansel and Gretel's cottage, explore the palace from Beauty and the Beast, and dive deep under the sea with the Little Mermaid.What wonderful things can you find in your favourites' homes?Beautiful, stylish and vibrant illustrations adorn each page, as the magical text transports readers to faraway lands of mystery, fantasy and magic. Stunning full-page artworks and the detailed maps of the lands in which these stories take place mean this title will be lovingly pored over time and time again. The stories include: The Little MermaidThe NutcrackerCinderellaThe Jungle BookThe Wizard of OzHa

Boom! Snap! Whiz! Zap! The Magnificent Makers chapter book series is filled with science, adventure, and characters kids will love! Every book includes two science activities kids can do at home!This

Beginning readers will learn to cultivate calmness and focus with the Cat in the Hat in this simple rhymed introduction to mindfulness meditation!Life is a juggling act that can often make us feel diz