Machine Learning for Financial Risk Management with Python

美人魚公主 Emerald 在暴風雨後發現一顆閃亮的蛋，竟孵出一隻可愛的小海龍。當小海龍跟著她回到皇宮時，大家都被牠迷住了，但 Emerald 知道牠一定在尋找自己的家人。於是她和朋友與媽媽一起展開海底冒險，幫助小海龍找到真正的家，展開一段溫暖又奇幻的海洋旅程。In this story, Emerald meets a cute baby sea dragon. She knows she must help the little sea dragon find its mother, but where to look?The most rebellious princess under the sea.Meet Isadora Moon's mermaid friend, Emerald! Emerald is learning how to be a mermaid princess, but there are just so many rules. She loves having fun with her friends and exploring her underwater world with her pet octopus, Inkibelle, she doesn't want to be stuck in the palace with everyone looking at her and checking that she's doing things the proper, royal way.The morning after a big storm, Emerald discovers a shimmery egg in Dad's back garden. A baby sea dragon hatches from the egg! It is sooo cute! When the cheeky little sea dragon hitches a lift with Emerald back to Mum's, everyone at the royal palace is enchanted. Emerald knows deep down that they need to find its real family

本次改版新增「Python 語言快速入門」及「Python 程式語言觀念題題庫」，讓您準備更加充分！ ╲滿級分快速攻略╱ 重點總整理 + 歷次試題解析 ☑ 結合運算思維與演算法的基本觀念 ☑ 章節架構清晰，涵蓋 APCS 考試重點 ☑ 備有相關模擬試題，幫助釐清重點觀念 ☑ 詳細解析 APCS 程式設計觀念題與實作題 APCS 為 Advanced Placement Computer Science 的英文縮寫，是指「大學程式設計先修檢測」。目的是提供學生自我評量程式設計能力及評量大學程式設計先修課程學習成效。其檢測成績可作為國內多所資訊相關科系個人申請入學的參考資料。 APCS 考試類型包括：程式設計觀念題及程式設計實作題。在程式設計觀念題是以單選題的方式進行測驗，以運算思維、問題解決與程式設計概念測試為主。測驗題型包括程式運行追蹤、程式填空、程式除錯、程式效能分析及基礎觀念理解等。而程式設計觀念題的考試重點包括：程式設計基本觀念、輸出入指令、資料型態、常數與變數、全域及區域、流程控制、迴圈、函式、遞迴、陣列與矩陣、結構、自定資料型態及檔案，也包括基礎演算法及簡易資料結構，例如：佇列、堆疊、串列、樹狀、排序、搜尋。在程式設計實作題以撰寫完整程式或副程式為主，可自行選擇以 C、C++、Java、Python 撰寫程式。 為了因應新制的「程式識讀」，本次改版也另外新增了兩個附錄，提供「Python 語言快速入門」及「Python 程式語言觀念題題庫」。筆者希望本書能引導各位讀者具備應試 APCS 的經驗與實戰能力的養成，並學會如何解析程式的程式實作的能力，進行有能力根據自己的創意思維，開發出各式各樣功能的軟體，而這也正是本書努力達成的目標。 本書的實作題以 C++ 語言來進行問題分析及程式實作。實作題的解答部份可分為四大架構：解題重點分析、完整程式碼、執行結果及程式碼說明。在「解題重點分析」單元中知道本實作題的程式設計重點、解題技巧、變數功能及演算法，此單元會配合適當的程式碼輔助解說，來降低學習者的障礙。 同時也可以參考附錄的內容來幫助自己熟悉 APCS 的測試環境。此外，為了讓學習者以較簡易的環境撰寫程式，本書所有程式以 Dev C++ 的 IDE 進行程式的編輯、編譯與執行。希望透過本書的課程安排與訓練，可以讓學習者培養出以 C++ 語言應試 APCS 的實戰能

A Buddhist monk practices calligraphy every single day--calming his heart and bringing an unexpected gift to a nearby city.As rain falls, Old Monk invites Little Monk to practice calligraphy. "Let's write the character for rain!" he says. And with each brushstroke, Little Monk's restless, anxious heart grows quiet. For the next twenty years, as Little Monk becomes Big Monk, he sits down with his brush every day, meditating on and writing the character for "rain." Until one day someone comes to the temple asking for help: the city has no water. All grown up now, Big Monk packs his things, hoping to do his part. But will a pile of calligraphy sheets make any difference? This stunning book is horizontally bound, creating a vertical reading experience inspired by Chinese ink paintings and calligraphy hung on scrolls. With poetic text and watercolor art from Taiwanese author-illustrator Hsu-Kung Liu, Little Monk Writes Rain is an evocative tale of mindfulness, self-expression, and compassio

在本書中，Sarah Wynn‑Williams 以其任職於 Facebook（現 Meta）全球公共政策部門的經歷，提供了一部大膽直言且不畏權勢的內部回憶錄。她生動地記述了與馬克．祖克柏（Mark Zuckerberg）及雪柔．桑德伯格（Sheryl Sandberg）的交手過程，並深切剖析自己在平衡母親身分的同時，如何在「挺身而進」（Lean In）的職場文化中掙扎求存。書中更揭露了令人震驚的決策失誤－從政治操弄、言論審查，到在緬甸煽動暴力與仇恨的災難性後果。本書筆觸犀利、帶著黑色幽默，且讀來令人不寒而慄。這部回憶錄敲響了警鐘：揭示了不受約束的權力如何蠶食理想，並摧毀人們的生活。''Amazing: of all the books in all the world Mr Free Speech Zuckerberg wants to ban, it’s the one about him'' Marina Hyde, Guardian''Jaw-dropping . . . A tell-all tome'' Financial TimesSarah Wynn-Williams, a young diplomat from New Zealand, pitched for her dream job. She saw Facebook’s potential and knew it could change the world for the better. But, when she got there and rose to its top ranks, things turned out a little different.From wild schemes cooked up on private jets to risking prison abroad, Careless People exposes both the personal and political fallout when boundless power and a rotten culture take hold. In a gripping and often absurd narrative, Wynn-Williams rubs shoulders with Mark Z

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

【內容特點】?快速上手：專為 Python 開發者打造，用熟悉思維無縫接軌 Rust?解鎖高效能：掌握所有權與生命週期，根除記憶體錯誤並突破 GIL?PyO3 實戰：從零開始教你撰寫 Rust 擴充套件，解決 Python 運算瓶頸?AI 落地應用：駕馭 Candle 與 Burn 框架，實現輕量化推論與模型移植?工程化思維：涵蓋模組化設計、自動化測試到效能分析的完整實踐【本書獻給不願在效能與開發效率間妥協的你】?資料科學家：受夠了 Pandas 在大數據下的龜速，想尋找更高效的運算替代方案。?資料工程師：需要建構高吞吐量、低延遲且穩健可靠的 ETL 管線，徹底告別執行期錯誤，讓資料流動不再阻塞。? MLOps 工程師：致力於模型生產環境部署，追求在有限算力下達到極致的推論速度。?進階 Python 開發者：不滿足於語法糖，想深入理解底層運作與並行程式設計，大幅擴張技術守備範圍。

With a carefree outlook on life, Hiroto knows better than anyone that slowing down is sometimes the best way to move forward. At 29 years old, carefree Hiroto Ikuta doesn't have a girlfriend, a full-time job, or a plan for the future--and he couldn't be happier. Hiroto's breezy attitude isn't easy for everyone to understand, though. In a world filled with anxiety, confusion, and grief, Hiroto and the people who surround him are all just doing their best to figure out this thing called life. Determined to make the most of their summer, Natsumi and the gang have decided to head off on a road trip. But when Yamada's new friend unexpectedly tags along, sparks fly between him and Natsumi in more ways than one! Meanwhile, Yomogi has her own dilemma to deal with when, after a romantic date with Ishikawa, she realizes that she might have feelings for someone else...

An enchanting new illustrated picture book for children for 2026 perfect for age 3 and upWill Mouse make it safely home with a very special parcel?! Discover the picture book adventure that will make you fall in love with rainy days…When a drop of rain turns into a storm, a small mouse on a mission must find courage, ingenuity and resilience to make it home safely. But what will happen to the very special parcel he is carrying … and who is it for?!A rainy day adventure with a difference! This unique, mouse’s-eye view of the world is sure to enchant young readers and their parents.Perfect for fans of Sam Usher’s Seasons series, Mouse’s Wood and The Leaf Thief.• Simple text – explore the story together• Packed with stunning illustration• Heartwarming and cosy resolution

Meet Suki Cat - an adorable preschool character starring in a series of action-packed stories with easy-to-use sliders!Who will Suki be today? Peek inside the box and play! Toddlers will love discovering who Suki Cat will become at the start of each story, before joining in with her dressing-up adventure - where she always saves the day!In Firefighter, Suki Cat puts on her uniform and is ready for action! When the alarm bell rings, the firefighters are called out for an emergency but will Suki be able to help?From astronaut to dinosaur, this interactive series of vibrant board books with robust mechanisms is perfect for developing motor skills and inspiring imaginative play.Toddlers will enjoy pushing, pulling and turning the chunky sliders to take part in the story and bring the action to life! The narrative-driven, rhyming text is perfect for reading aloud to help build book confidence and engagement, while the high level of interaction develops gross and fine motor skills.Other titl

Hilarious chapter books about animals with jobs, clothes and superpowers! Highly illustrated in black and white and perfect for fans of the movies Sing and Zootropolis!Bob and Archie are two hapless but enthusiastic koalas who are just getting to grips with their new superpowers. Their archenemy is Dr Colossus, a giant ostrich with grand plans to destroy Pawtonia with the help of his Zombie Chickens!Can our furry heroes thwart the feathered supervillain? Definitely, maybe... This side-splitting, superhero series is the perfect early reader for young readers, where chapter books meet graphic novels!

Books! Storytime! Babies love everything about the library. Spend the afternoon exploring the shelves with this book that's INDESTRUCTIBLE. Original Indestructibles(TM) are still the best: chew proof, rip proof, drool proof, and 100% washable--books that babies can really sink their gums into! Beloved by babies and their parents, Indestructibles are built for the way babies "read" (i.e., with their hands and mouths) and are: - Rip Proof--made of ultra-durable tight-woven material - Waterproof--can be chewed on, drooled on, and washed! - Emergent Literacy Tool--bright pictures and few or no words encourage dialogic reading - Portable--lightweight books can go anywhere, perfect for the diaper bag and for travel - Safe for Baby--meets ASTM safety standards

★ 遊戲時間，還是故事時間？兩個願望，可以同時滿足！★ 不只圖像繽紛，遊戲類型更豐富多樣，讓孩子一玩就停不下來！★ 本書內容中英對照，增添英語學習樂趣，培養孩子雙語能力。17篇聖經故事，簡短好讀，中英對照，搭配100個遊戲，結合玩樂、創意和學習，特別適合４～８歲的小朋友。孩子可以先聽父母講故事，或親子一起唸故事，再透過各式遊戲，從遊戲中學習，刺激思維成長。Activity time or story time? Why not both?With 17 beloved Bible stories and 100 activities, will provide hours of entertainment, creativity, and learning for your 4-8-year-old children.Read the brief stories with your children, stimulate their growing minds with activities designed just for them.本書特色：◆ 本書內容中英對照，親子共讀增進全方位閱讀素養。◆ 收錄17篇簡短好讀的聖經故事◆ 根據聖經故事主題搭配100個專為幼兒設計的好玩遊戲（附答案）◆ 附設4頁精美貼紙，搭配書中遊戲使用適讀年齡：◆ ４歲以上，學齡前◆ 適合親子共讀

If you ask the average person who an entrepreneur is, they’ll probably say people like Steve Jobs, Elon Musk or Mark Zuckerberg. But the truth is, you don’t need to know how to code or raise VC money to start a business. There are hundreds of millions of small business owners globally, with most creating simple, straightforward services that customers need.Nick Huber, founder of The Sweaty Startup and several million-dollar businesses, challenges the prevailing Silicon Valley wisdom by demonstrating that success as a small business owner is based on the essential principle of doing common things uncommonly well. In The Sweaty Startup, Nick offers readers the simplest, easiest, and lowest-risk path to reclaiming entrepreneurship, generating value, and forging a new path to get ahead on their own terms. By returning to the most foundational business tactics, this book is a refreshing burst of clarity and simplicity in a world that’s obsessed with technology startups, the suffocating sque

Tilt and slide to make colourful vehicles race across the page in this fun and interactive slider book.Tilt the book to make the vehicles race across the page with this innovative, interactive slider book. Are you ready to join in the fun? Ready . . . steady . . . RACE!Zoom along with all the cars, trains and planes and help them get ready for the race. Who will win this time?Ready, Steady, Race! Things That Go!is an interactive slider book with a difference, and is sure to keep little ones busy for hours. With bright, bold illustrations from preschool favourite, Teresa Bellón, and a different ending every time depending on how you move the book!If you like this tilt and slide book, look out forReady, Steady, Race! Bugs.

An interactive, yearlong journey through the Bible for girls ages 8 to 12This one-year journey through the Bible guides young girls into the habit of reading, reflection, and prayer, with inspiring passages from Scripture that show them how God's wisdom can help and support them as they learn and grow. Spending a little time with their faith every week will give girls the confidence to tackle anything--because they'll know God is cheering them on!One year of weekly Scripture--Each of these 52 weekly devotions features a Bible passage, stories and commentary that explain the theme for the week, a prompt to respond to, and a prayer to keep in mind.Reflect on what matters--Young girls will find God's guidance on topics that relate to their lives, such as staying positive, being a leader, and discovering who they're meant to be.A few minutes at a time--These prompts and prayers are simple and brief, so it's easy for kids to find time for them no matter how busy they get!Study with the whol

Join The Very Hungry Caterpillar on an Easter adventure!Explore the outdoors with The Very Hungry Caterpillar on his hunt for a tasty treat! With a shiny fold-out surprise, young readers will love this Easter tale filled with springtime creatures.

AN INSTANT NEW YORK TIMES BESTSELLER!As alluring as it is unsettling, award-winning author CG Drews' debut YA psychological horror will leave readers breathless and hesitant to venture deeper into the woods.Once upon a time, Andrew had cut out his heart and given it to this boy, and he was very sure Thomas had no idea that Andrew would do anything for him. Protect him. Lie for him. Kill for him.High school senior Andrew Perrault finds refuge in the twisted fairytales that he writes for the only person who can ground him to reality--Thomas Rye, the boy with perpetually ink-stained hands and hair like autumn leaves. And with his twin sister, Dove, inexplicably keeping him at a cold distance upon their return to Wickwood Academy, Andrew finds himself leaning on his friend even more. But something strange is going on with Thomas. His abusive parents have mysteriously vanished, and he arrives at school with blood on his sleeve. Thomas won't say a word about it, and shuts down whenever Andre

Set your child on the road to reading with 50 flashcards that introduce cars, trucks, animals, colors, numbers, and more, all featuring classic art from the busy, busy world of Richard Scarry!Covering numbers and colors, as well as planes, trains, boats, and other topics that kids will love, this set of fifty flashcards is the perfect way for children ages 3 to 5 to learn how to read. Each card includes a word on one side, and the reverse side features the same word paired with artwork from beloved Richard Scarry books likeCars and Trucks and Things That GoandBusy, Busy Town. At first, kids will learn to pair the word with its corresponding picture, and then they'll begin to read the word on its own.Carefully crafted for your early reader, the cards are oversized so that little hands can hold them with ease, and are also the perfect size for taking on the go. Additionally, the cards are packaged with a Velcro closure so that kids can access the cards by themselves.Richard Scarry’s Firs

Get ready to hop into action with Mabel and King George! Uncover the mysteries of the animal world as Mabel and her friends use technology to communicate with animals. This colorful sticker book features all your favorite characters (in their human and animal form) from the movie. With over 100 stickers to use, Disney Pixar's Hoppers The Ultimate Sticker Book will keep kids entertained for hours!

Get ready for bed with this fun, interactive board book. What better way to engage your toddler with bedtime than by making them laugh, then calmly settling them down before sleep? Kids will love turning the wheel to tidy up the toys, squirting water from a bath toy, squeezing toothpaste from the tube, choosing a book for storytime, picking a bedtime toy, and then gazing at the stars and moon together.

"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

Get ready to celebrate Lunar New Year in this delightful story.Ren and his family are preparing for the New Year celebrations – cooking a feast and tidying up. But when Ren accidentally rips apart his mum’s dragon costume for the New Year parade, he has to ask his neighbours for help. As they provide him with the materials he needs to fix the dragon, he learns all about Lunar New Year traditions around the world and soon they are all celebrating together with a festive feast. A heartfelt story from chef and food writer Lara Lee in her picture book debut, richly illustrated by Natelle Quek.

Celebrate the generous love of extended families – and beards of all shapes and sizes! – in this playful and funny love letter to uncles and positive male role models."The book's unmistakable message about the many things that men (and boys) can and should be proud of being: playful, pretty, and powerful, all at once." Booklist (starred review)This highly original picture book for bedtime celebrates those less-immediate family members who kids may not live with, but who always show up and give their time, energy and love.Young Eli gets to spend a whole day with his eight adoring uncles – each with a different personality and unique, enviable beard! With lively text from an Emmy-nominated TV writer and bright, imaginative pictures from an award-winning illustrator, join Eli as he says his goodnights one by one after a busy day of treasured time together."A fun book to share with little ones. The illustrations and positive male role models are especially commendable." Inclusive Books for

本書較為全面地講解AI智能體開發的關鍵技術，包括提示詞工程、Function Calling、MCP、RAG知識庫、語音識別、人臉識別、大模型應用等，同時結合蝸牛學苑的自研項目和教學案例，將所有技術融入項目中，以項目驅動的方式進行講解，以便讀者更好地理解AI智能體開發技術。本書第1章主要講解在Python中對接各類大模型，以及智能體開發所使用的Function Calling技術和MCP技術；第2章主要講解FastAPI開發框架；第3章主要講解基於網頁對話來實現AI問答功能；第4章主要講解每日新聞摘要功能的實現；第5章主要講解智能語音記分功能的實現；第6章主要講解智能考勤功能的實現；第7章主要講解AI智慧課堂功能的實現；第8章主要講解智能在線客服功能的實現。本書可以作為高等院校計算機應用技術、軟件技術、人工智能技術應用等相關專業的教材，也可以作為AI智能體開發愛好者的自學用書。

In DOG MAN: BIG JIM BEGINS, discover the origin of our beloved characters from the Dog Man series as they join forces to stop the Space Cuties from destroying the city. Will the past predict the future for Dog Man and his friends? Will goodness and bravery prevail? Can anything happen if you truly believe?Get ready for another unforgettable book in the #1 worldwide bestselling series from acclaimed graphic novelist and award-winning illustrator Dav Pilkey. AND coming soon, the Dog Man movie from DreamWorks Animation and Universal Pictures!For more heartfelt and humorous adventures, join Flippy and Li'l Petey in the Cat Kid Comic Club series. Have fun with creativity with the official coloring book, Dog Man with Love. And don't forget about the series that started it all: Captain Underpants!

For the first printing only! This paperback features sprayed edges while the special edition supply lasts. In this hilarious fourth middle grade book in the Middle School and Other Disasters series that started with New York Times bestseller Worst Broommate Ever!, witch-in-training Heidi Heckelbeck tries to keep magic hidden when Lucy Lancaster comes to visit. Featuring black-and-white illustrations and doodles throughout and sparkly foil on the cover! It's the annual Friends and Family Weekend at Broomsfield Academy, and Heidi is so excited for her best friend, Lucy Lancaster, to come visit! But opening the gates of the only school for witches-in-training to outsiders can get complicated... Mrs. Kettledrum warns the students that things might go haywire with the influx of extra energy from the visitors. Still, with guests wearing the charmed bracelets the students made, there's no need to worry--right?

AI學Python-打造你的AI超級助教 書籍特色 ● 308次AI實戰提問練功：從需求出發、撰寫提示、測試程式、錯誤修正到模板建立。 ● 四步循環學法：明確化情境→提問與生成→驗證與修正→固化與遷移，讓學習變成可重複的流程。 ● 模板庫就能上手：建立自己的提示句模板、最小可測試案例範本、除錯檢核清單、作業規格樣板。 ● 友善初學路徑：適合自學、課堂學習與專題實作，讓您從「看得懂」進階為「改得動、做得出」。 ● 立即可用情境：課業報告、資料清理、簡易自動化、程式重構、撰寫測試與說明文件。 ● AI突破APCS：運用AI突破2025 APCS新版實戰準備。 適用對象 ● 初學者與自學者 ● 高中職與大專課程的學生 ● 需要把任務流程化的實作與專題團隊 您會學到 ● 如何把需求說清楚：情境、輸入、輸出、評分標準的提問能力。 ● 如何變成可驗證的程式：撰寫「最小且可執行、可測試」程式、除錯與修正。 ● 如何把答案變能力：把有效對話整理成自己的提示句模板與清單，累積可重複使用的工作流程。

This high-contrast baby book features striking black-and-white sports artwork designed to support your baby's visual development. The unique accordion-style format stands upright on its own--making it perfect for tummy time! Infants are born with limited vision and respond best to bold images, which makes this high-contrast board book an ideal first book for developing eyes. Featuring fine art illustrations of classic sports gear--like soccer balls, baseball gloves, footballs, and more--this book introduces babies to the exciting world of sports from day one. Designed by Tabitha Paige--artist, speech pathologist, and author of the best-selling Our Little Adventures series--each illustration combines developmental benefits with life-like imagery that can grow with your child and help build early vocabulary. The fold-out accordion design makes this book as functional as it is beautiful. Use it during tummy time, prop it up during diaper changes, or lay it flat for early play and bonding.

本書通過案例講述有關的概念和方法，不僅介紹了ARMA 模型、狀態空間模型、Kalman 濾波、單位根檢驗和GARCH 模型等一元時間序列方法，還介紹了很多多元時間序列方法，如線性協整、門限協整、VAR 模型、Granger 因果檢驗、神經網絡模型、可加AR 模型和譜估計等，並且增加了全新的一章講述如何用深度學習進行時間序列分析. 書中強調對真實的時間序列數據進行分析，全程使用R 和Python軟件分析了各個科學領域的實際數據，還分析了金融和經濟數據的例子.本書通俗易懂，理論與應用並重，可作為高等院校統計學和經濟管理等專業“時間序列分析”相關課程的教材，對金融和互聯網等領域的相關從業者也極具參考價值.

《Streamlit大模型應用開發實踐：數據科學和AI Web應用開發超簡單》是一本系統講解使用 Streamlit 開發大模型應用的實踐指南。本書從 Streamlit 入門講起，涵蓋Streamlit 概述、Python 開發環境搭建，Streamlit 特性與功能介紹，幫助讀者快速掌握 Streamlit 的基礎操作，詳細闡述了使用 Streammlit 創建基礎 AI Web 應用的全過程，包括框架搭建、內容組織展示，還結合 NLP技術實現文本分析處理，並介紹了應用分享與部署的方法。

身處 LLM 時代的必備技能 AI 爬蟲與資料檢索的全本機工作流 你還在用傳統的方法爬取網路資料嗎？還在手動分析 HTML 網頁結構、逐一定位網頁元素、再手刻爬蟲程式嗎？身處 AI 世代，是時候該學習更聰明、更高效的資料收集方法，讓你坐在電腦前，喝著咖啡、悠閒地看著 AI 為你自動爬取網路資料。在 AI 飆速發展的今天，傳統網路爬蟲技術正迎來全新的變革。過去，Python 爬蟲程式的開發者必須自行剖析 HTML 網頁結構，撰寫繁瑣複雜的資料擷取規則與步驟；如今，隨著 LLM 的普及，AI 已能協助我們理解 HTML 網頁結構、定位網頁資料，甚至能夠自動化建立整個爬取流程，大幅提升開發效率。本書從 HTML 結構解析入門，循序講解 BeautifulSoup + CSS 選擇器、lxml + XPath 表達式、正規表達式等核心技術，再深入 Selenium 模擬瀏覽器互動及 Scrapy 爬蟲框架的專業應用，帶領讀者全面掌握靜態與動態網頁擷取技術。更進一步結合 Playwright 自動化瀏覽器、以及 AI 驅動的爬蟲框架 Crawl4AI 和 ScrapeGraphAI，讓 LLM 成為理解與提取網頁資料的主力。不只如此，本書採用 n8n × Ollama 全本機架構，無需 API Key、無需 Docker，即可整合 SearXNG 搜尋引擎、Crawl4AI API 資料爬取、Qdrant 向量資料庫與 RAG 知識檢索生成，最終打造出 MCP + AI Agent 自動化流程 ⸺ 從搜尋、爬取到資料處理與知識生成一手包辦！本書特色: 用 AI 分析 HTML 結構建立 Python 網路爬蟲▸全面掌握靜態與動態 HTML 網頁擷取技術，CSS Selector、XPath 一次上手▸實戰演練 BeautifulSoup、Selenium、Scrapy 經典 Python 爬蟲框架Python × LLM 建立 AI 網路爬蟲▸整合 OpenAI、Gemini、Groq、Ollama 等多種 LLM，打造智慧爬蟲系統▸運用 AI 驅動的爬蟲技術 Crawl4AI 與 ScrapeGraphAI，自動理解並提取網頁內容▸結合非同步程式設計，提升資料抓取效率與彈性整合 Python × AI 網路爬蟲的 AI 工作流程：n8n▸以視覺化介面建立自動化流程，輕鬆整合

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.

Join your favorite Pixar pals in this colorful collection of 12 adventure-packed, friendship-filled 5-minute stories! This sturdy hardcover book includes a brand-new Toy Story tale along with stories from recent and beloved Pixar films such as Inside Out 2, Elemental, Turning Red, Coco, Cars, and more! Get ready for playtime with Jessie, Buzz, and Woody; explore Headquarters with Joy, Anxiety, and the rest of Riley's Emotions; speed down the track with Lightning McQueen; travel to Element City with Ember and Wade; and much more! Each story in this sturdy hardcover collection features beautiful, vibrant illustrations and is ideal for reading aloud in just 5 minutes--a great length for new readers and perfect for bedtime, story time, or anytime! Complete your collection with these best-selling favorites!: 5-Minute Moana Stories5-Minute Spidey and His Amazing Friends Stories5-Minute Horse Stories5-Minute Marvel Stories5-Minute Little Mermaid Stories

Perfect for fans of Wicked, Witchlings and The Wizard of Oz, this magical series hits its stride with this third book. Ava hasn't found Tinabella to be the easiest roommate to get along with. She's sneaky.She's popular. And she bends the rules a lot when it comes to magic. Still, Ava never asked for Tinabella to be banished to a tower, trapped by a strange spell.And when the wickedest witch of them all attacks the School for Wicked Witches, trapping all the teachers within an enormous twister, Ava knows that it's better to have Tinabella by her side than to keep her locked away. Now the question is: with no teachers around, and even the oldest students in the school caught by the magic, what can Ava, Tinabella and their friends do to prevent a truly wicked fate? The third story in a gripping, fun adventure with themes of magic, mystery and accepting your true self From the brilliant, award-winning author of The Language of Seabirds, Will Taylor Fans of Wicked and The School for Good an

Help this little reindeer get ready for Christmas by stroking its velvety ears better after a prickly encounter with some holly, rubbing its cold nose warm in the snow, and giving it an encouraging pat on its soft, furry back when it's ready to pull Santa's sleigh! With kind words and gentle strokes, you can help the reindeer enjoy the magical big day. Encouraging empathy for little children and babies, this book is to enjoy especially around Christmas time.

From the incomparable Jon Klassen, a trio of companion board books for the youngest of children. With a minimal tableau of familiar objects and a gentle rhythm suited for reading aloud, a farm, a forest, and an island are assembled with all their items, ending with bedtime as the sun goes down. These are places for a young child to have whenever they want to go there. This trio of board books, focusing on safe spaces, comfort, and imagination, signals new ground for Jon Klassen, even as peculiar touches of whimsy stamp them as iconically his.

本書收錄改編自《Anne of Green Gables》的六冊插圖短篇章節書，描繪 Anne Shirley 來到 Green Gables 後的早期故事。Cuthbert 家原本希望領養一名能協助農務的男孩，卻意外迎來充滿想像力、說話直率的紅髮女孩 Anne-with-an-e。對她而言，一切都是新的，而若想真正留下，她必須學習耐心、體貼，以及如何讓 Green Gables 成為自己的家。由 Kallie George 溫柔改寫，搭配 Abigail Halpin 充滿懷舊氣息的插圖，本書以輕盈篇幅呈現 Anne 成長過程中的友情、冒失、困境與希望，適合剛開始閱讀長篇故事的孩子，也能讓熟悉原著的讀者再次感受她的真誠。收錄六冊改編版插圖章節書以溫暖語調重述 Anne 成長初期的重要時刻插圖充滿古典風格，適合作為收藏或入門閱讀The charming and spirited Anne Shirley stars in an early illustrated chapter book series inspired by her adventures in Anne of Green Gables — now with all six paperback volumes collected in one box set!Marilla and Matthew Cuthbert need help on their farm, so they've adopted what they hope will be a sturdy, helpful boy. Instead, Matthew finds Anne awaiting him at the train station — imaginative, brash, redheaded Anne-with-an-e. With her place at the Cuthberts' at risk, Anne will have to learn patience, understanding and what it takes to make Green Gables her true home. Lovingly adapted by Kallie George with beautiful nostalg

In the twelfth book in Stuart Gibbs’s New York Times bestselling Spy School series, superspy middle schooler Ben Ripley gets lost on a perilous mission with one of his greatest enemies.Ben Ripley is recruited for a top secret mission to bring down his nemesis, Murray Hill, once and for all. But when things go horribly wrong, Ben ends up lost in an extremely dangerous wilderness with Murray—and confronting a new, devious enemy—with none of his friends to help him. Now, Ben must figure out how to survive and deduce what evil plan his new enemy is plotting in time to thwart it.

新增 40 道觀念題，讓你準備更加充分！ 搶進名校資訊類學系的最佳武器！ ◎以 Python 的運算思維與演算邏輯解析APCS公告試題 ◎針對各種程式追蹤、填空、除錯題型，模擬演算過程及變數值追蹤 ◎詳細說明【觀念題】的相關知識，並列出各選項對╱錯之理由 ◎完整架構解析【實作題】：解題重點分析、完整程式碼、執行結果及程式碼說明 多元邏輯思考訓練 手腦並用強化程式語言運用 APCS(Advanced Placement Computer Science)是指「大學程式設計先修檢測」，其目的是提供學生自我評量程式設計能力，及評量大學程式設計先修課程學習成效。APCS 考試類型包括：程式設計觀念題及程式設計實作題。 程式設計觀念題採單選題測驗，以運算思維、問題解決與程式設計概念為主。測驗題型包含：程式運行追蹤、填空、除錯、效能分析及基礎觀念理解等。觀念題如果需提供程式片段，會以C語言命題。重點包括：資料型態、常數與變數、全域及區域、流程控制、迴圈、函式、遞迴、陣列、結構，及基礎資料結構，以撰寫完整程式或副程式為主。 由於 Python 語言具備簡潔、易懂易學的特性，應用範圍亦廣及網頁設計、App 設計、遊戲設計、自動控制、生物科技、人工智慧、大數據…等領域，著實擁有入門程式語言的多項優點，因此本書採用 Python 語言來進行實作問題分析及程式碼撰寫。 本書提供 APCS 歷年公告試題的完整解答與分析。觀念題不僅清楚說明題意，並詳解各選項的對錯理由。另外對於需要程式執行過程追蹤、填空、除錯等程式片段的觀念題，書中一併提供完整程式碼及執行結果。而實作題方面則以解題重點分析、完整程式碼、執行結果及程式碼說明等架構完整解析。深信本書能指引應考者具備檢測 APCS 的經驗與強化解讀程式的實戰力。 為了因應新制的「程式識讀」，本次改版新增了 40 題的「Python 程式語言觀念題題庫」。筆者希望本書能引導各位讀者具備應試 APCS 的經驗與實戰能力的養成，並學會如何解析程式的程式實作的能力，進行有能力根據自己的創意思維，開發出各式各樣功能的軟體，而這也正是本書努力達成的目標。 新增 40 道觀念題，讓你準備更加充分！ 本書提供 APCS 歷年公告試題的完整解答與分析。觀念題不僅清楚說明題意，並詳解各選項的對錯理由。另外對於需要程式執行過程追蹤、填空、除錯等程式片段的觀念題，書中一

Froggy, Fearless, and Ready for Adventure! Leap into this action-packed chapter book series from Super Happy Magic Forest creator Matty Long-perfect for readers who love funny stories! Croaky Hopper isn''t like other little frogs. His head is filled with thoughts of wild adventures. He dreams of hopping across crocodile-infested waters, or being chased by a giant boulder, just like the famous TV explorer Tennessee Toad. But where can an energetic amphibian like Croaky find real-life adventure? When his Aunt Lilly signs him up for the Woggle Scouts, he expects to spend his time crafting with pinecones and selling cookies, but he soon discovers there''s much more in store . . . In Escape from Crow Castle, the Woggle Scouts are on a mission to uncover the cause of mysterious hauntings at Crow Castle. On the expedition, they find hidden passageways, puzzle rooms, and a murder of meddling crows! For more action-packed adventures with Croaky Hopper try Caverns of the Gemosaurus.