Python machine learning

A hilarious, icky, sticky, spooky story with fluorescent green slime throughout - perfect for fans of Halloween, mayhem and goo!When Squeak the mouse wins a beastly-looking jelly in a competition, Granny throws it in the bin. But Squeak can't resist a sneaky taste . .. and UH OH! No more Mr. MICE guy - he turns into Hyde, a food-guzzling, slime-spewing monster mouse! Soon, the cupboards are bare, so hungry Hyde builds a machine that zaps clocks, chairs and sofas into food! Can anyone stop this monster from eating everything .. . and help Squeak turn back to normal?This child-friendly twist on the creepy classic Jekyll and Hyde taps into all the fun tropes of creepy stories and comic books.It will appeal to fans of Nibbles (Emma Yarlett), Gustavo the Shy Ghost (Flava Z. Drago), Creepy Tales (Aaron Reynolds and Peter Brown) and the classic Haunted House (Jan Pienkowski). *Note: this was originally published with the title Hyde and Squeak.

Froggy is just a small, slimy guy trying to navigate the big wide pond, and there's no end of sticky situations for him to get caught up in! A small pond like any other lies in the forest, but dwelling in this pond is no ordinary Froggy. He's a little bit of a klutz, and making friends with local wizards, falling foul of Mrs Possum whilst trying to steal her blueberries, and getting into scraps with Crayfish Craig are all in a day's work for this slimy guy. Learning how to deal with big feelings, big magic spells, and big fish in the big world can be a lot for a little frog, but he's not giving up any time soon.

本書是高等院校網路空間安全、人工智慧、電腦等專業的普及性教材，旨在幫助學生全面瞭解人工智慧安全知識並進行實踐。全書共11章，分別為：人工智慧安全概述、生成對抗網路攻擊與防護、資料投毒攻擊與防護、對抗樣本攻擊與防護、後門攻擊與防護、隱私攻擊與防護、預訓練攻擊與防護、偽造攻擊與防護、人工智慧模型的攻擊與防護、模型竊取與防護、大語言模型安全。本書提供各章對應的Python程式設計實踐原始程式碼，讀者可以通過提供的網盤下載連結獲取。

網路自動化領域的權威之作，帶你完整掌握核心技術，從手動操作邁向自動化管理，打造彈性高、易維護的現代網路架構！ 還在用手動設定網路設備、與CLI指令纏鬥傷神嗎？ 四位業界大師結合豐富實戰經驗，帶你從腳本到架構、從手動升級到自動流程，全面掌握現代化網路的關鍵技術！ 本書新版內容全面升級，整合Python、Go、Ansible、Terraform、Kubernetes等新一代主流工具與技術，從基礎入門到大型架構實戰，帶你逐步打造具備彈性、可維護、自動化的現代網路環境。適合想要從傳統網路工程轉型為具備程式設計與自動化能力的工程師！  涵蓋Python、Go語言網路自動化實務  深入講解Ansible、Nornir、Terraform等主流工具與應用  解析容器、Kubernetes與CI/CD整合實作  真實情境導向，從個人學習到企業級部署的多場景適用  網路工程師、系統管理員、軟體開發人員必備工具書 ------------------------------------------------------------- 「本書協助網路專業人員及開發者寫出清晰、易於擴充的網路自動化劇本。它幾乎涵蓋了掌控網路自動化須知的每一件事物。」 —Akhil Behl RedHat合作夥伴經理 隨著新的協定、新技術、交付模式推陳出新，企業的需求變得日益靈活與彈性，網路工程師想單靠手動作業完成工作已越來越難，因此網路自動化已成為不可或缺的技能。本實用指南的第二版全面更新內容，將帶領網路工程師學習如何運用各種技術與工具，內容涵蓋以下主題： ．以Linux為主的新穎網路功能技術及雲端原生環境，還有如何運用這些工具為網路專案布置開發環境。 ．使用Python與Go語言等程式設計技能。 ．藉由範本設計建構一致的網路裝置組態。 ．資料格式、編碼方式及模型。包括：JSON、XML、YAML、Protobuf與YANG。 ．應用程式設計介面(API)在網路自動化中扮演的角色，涵蓋HTTP API、NETCONF、RESTCONF與gNMI。 ．學會使用Git等版本控制系統，以及持續整合等開發實務，強化網路自動化專案的品質與流程。 ．如何透過Ansible、Nornir及Terraform來自動化網路裝置與服務。 ．架構網路自動化解決方案的整體性手法。

在 AI 模型不停推陳出新，生成的內容越來越逼真，你是不是也開始對 AI 躍躍欲試，但卻又不得其門而入呢？這本書的誕生，就是為了讓你我都能看得懂、用得上、不被落下。▌給上班族的你：媒體不斷報導 AI 的強大，一邊說它能提升效率，一邊又說它可能取代人類工作──其實與其恐懼 AI，不如學會了解 AI。當你掌握 AI 的能力與限制，就能把它變成你的助力，讓自己在職場中更有競爭力。▌給學生、新鮮人與轉職者：當企業逐漸看重具備 AI 能力的人才，你的履歷中有沒有實作經驗、能否與 AI 工具協作，都會成為關鍵加分項。然而學校不一定有教、網路資源又過於零碎，想要快速補足這塊技術的知識，你需要的是一套有系統的入門書。▌給關心下一代的家長：現在的年輕世代是「AI 原生族群」，生成式 AI 將會伴隨他們長大、學習、工作，甚至影響他們的創造力與價值觀。與其被科技隔閡拉遠，不如主動理解 AI 的樣貌與影響，陪伴孩子健康地使用 AI、成為真正的科技公民。無論你是上班族、新鮮人、轉職者、家長或學生，這本書都能幫助你打開 AI 世界的大門!正如書名中「⇄」符號所呈現的意義，希望帶領讀者了解各種「生成式 AI」應用與背後相關技術的來龍去脈，讓你用最輕鬆的方式，培養面對未來的 AI 素養與競爭力。現在就開始——你將不只是 AI 使用者，更是 AI 時代的參與者！本書特色: \ 一看就懂的生成式 AI 最強入門書 /貼近科技脈動，跟上 AI 技術發展腳步，吸收新知不落伍！涵蓋完整 AI 技術地圖：- 機器學習 (Machine Learning)- 深度學習 (Deep Learning)- 電腦視覺 (Computer Vision)- 自然語言處理 (NLP)- 聊天機器人 (Chatbot)- 生成式 AI (Generative AI)- 檢索增強生成 (RAG)- AI 代理 (AI Agent)- AI 倫理與未來思辨\ 52 個零基礎實作活動，讓你輕鬆玩懂 AI /從趣味實驗到真實應用，不懂程式也能動手玩：- 看懂 ChatGPT 的運作邏輯- 跟 AI 協作畫圖、創作音樂- 打造毛小孩的影像識別模型- 自動駕駛與 AI 道德判斷體驗- 用眼睛控制畫面、用聲音操控動作- 打造一個跟你對話的 AI 代理人- 用 RAG 檢索不同的資料- 請 AI 協助招聘的公平性反思還有更多實用又有趣的活

⛧⛦ 跟著「三大場景 × 23 個實驗」動手做 ⛦⛧⛧⛦ 新手也能輕鬆打造 LLM 智慧聯網便利生活！ ⛦⛧你是否曾對家中智慧家電的運作原理感到好奇？常聽到「物聯網」這個詞，卻不太清楚它的真正含義？AI 聊天機器人這麼厲害，又該如何整合進智慧家電中？本套件將帶你從零開始，使用 ESP32 家族的 S2 mini 開發板連接感測器與電子元件，再透過 Python 撰寫程式，實作出各種有趣的物聯網應用。除此之外，還會進一步帶你認識 Web 與 MQTT 等網路技術，動手設計網路資料抓取、網頁遙控器、遠端鬧鐘、遠端留言板等實用功能。更好玩的是，我們把當前最夯的 LLM 技術也整合進來了！只要讓 S2 mini 透過 API 呼叫 LLM，就能用自然語言調整燈光顏色、生成音樂和弦，甚至自動摘要股市新聞。讓 AIoT 裡的「AI」不再侷限於傳統機器學習或基礎人工智慧，而是升級成真正懂你的智慧好夥伴！本書特色: 從書桌、床頭到大門，打造 LLM 時代的智慧居家物聯網生活▸ 從電子電路 → 程式設計 → 物聯網技術 → 整合 LLM，一套搞定▸ 獨門傳授免費串接 LLM API 的密技，讓 GPT 幫你作曲、控燈、做新聞摘要▸ 與 LLM 合作編寫程式，無論網頁前端或後端程式開發，不會寫的就問 Grok▸ 獨家教學 OLED 螢幕的中文顯示、小喇叭響起音樂和弦，完美貼近你我生活讓 AI 成為你的得力助手，全力支援你將書中實驗延伸出無限可能！組裝產品料件：ESP-32 S2 mini 開發板 × 1 片Type-C 傳輸線 × 1 條麵包板 × 1 片RGB LED 模組 × 1 個光線感測模組 × 1 個紅外線人體移動偵測模組 × 1 個小喇叭 × 1 個0.96 吋 OLED 螢幕模組 × 1 個溫濕度感測模組 × 1 個RFID IC 卡感應模組 × 1 個按壓開關 × 2 個公-公杜邦線 × 1 排公-母杜邦線 × 1 排排針 × 1 排Windows / macOS 均適用

Learning how to read should be a walk in the dog park! Follow four curious canines on letter-replacement adventures in this phonics-based early reader series starter from Theodor Seuss Geisel Medalist Ethan Long.Meet the Letter Setters! When their BONE is GONE, these dynamic dogs—Patrick (an Irish Setter), R.W. (a Red and White Setter), Victoria (an English Setter), and Gordy (a Gordon Setter)—sound the GONG and spring into action to retrieve their tasty treat.In this engaging new early reader series from acclaimed author-illustrator Ethan Long, each story starts out with a four letter word. On the next page, one swapped letter makes a new word—and a new canine caper for little ones learning how to read! As this fresh and fun device propels the pups into silly, slapstick sequences, phonics help readers to discover new words, study how words relate to each other, and observe how text and pictures support one another.Geisel Medalist Ethan Long’s expressive artwork shines in these energet

‧軟體測試職涯 探討職業發展與未來趨勢。‧實體到軟測 透過實例理解測試核心概念。‧需求評審技巧 強化文件評審與測試準確性。‧多種測試方法 涵蓋等價類、邊界值等技術。‧Bug追蹤管理 介紹禪道等工具提升效率。‧Linux與資料庫 強化測試環境與數據操作能力。‧Web自動化測試 使用Selenium+pytest提升效率。‧API測試實戰 從HTTP基礎到實際案例分析。‧封包抓取分析 利用Charles定位前後端問題。‧Python測試應用 透過Requests、pytest完成自動化。‧AI在測試中 NLP技術輔助測試，提升測試效能。‧求職與面試 履歷製作、題庫解析與模擬問答。本書內容包含測試職涯發展、學習路線與核心素質，並透過實體產品測試實例幫助讀者理解測試概念。軟體測試從需求評審開始，書中解析如何審查需求文件，確保測試的準確性，並深入探討測試計畫、測試用例設計與功能測試方法，如等價類劃分、邊界值分析、錯誤推測等，使讀者掌握測試用例的編寫與評審技巧。在測試執行方面，本書介紹 Bug 追蹤與測試管理工具，提升測試效率，並涵蓋 Linux 指令與 MySQL 操作，幫助測試人員搭建與管理測試環境。書中還深入探討 Web 自動化測試，透過 Selenium 與 pytest 測試框架與 POM 設計模式提升自動化能力，並介紹 HTTP 介面測試，幫助讀者強化 API 測試技能。此外，本書涵蓋封包抓取與分析，利用 Charles 工具解析封包內容，有助於前後端錯誤定位，並提供 Python 自動化測試應用，透過 Requests、pytest 提高測試執行效率。近年來 AI 在測試領域的應用日益重要，本書探討 AI 與 NLP 技術如何輔助測試，如自動生成測試用例與指令碼提升測試效能。

Meet Sprigatito, the cheeky Grass Cat Pokémon! Learn all about Liko and her partner Pokémon, Sprigatito, in this fun Level 1 Reader. Including simple sentence structures, basic vocabulary and high frequency phonics, this story book is accessible to young readers who are learning to read independently.Also look out for these other Pokémon readers, featuring characters from the new Horizons TV series: Pokémon Young Readers Level 1: Meet Sprigatito [9780008743130]Pokémon Young Readers Level 1: Meet Quaxly [9780008743178]Pokémon Young Readers Level 2: Fuecoco the Berry Thief [9780008616762]Pokémon Young Readers Level 2: Adventure on the Horizon [9780008680817]Pokémon Young Readers Level 2: Special Training with Captain Pikachu [9780008743185]Pokémon Young Readers Level 2: We Can Do It, Quaxly [9780008743192]Pokémon Young Readers Level 3: Rivals in the Dark of Night [9780008743147]Pokémon Young Readers Level 3: Roar of the Black Rayquaza [9780008743161]Pokémon Young Readers Level 3: A Chall

一部**、通俗、前沿的深度學習指南。從機器學習基礎知識到前沿模型，《理解深度學習》精選關鍵理論與尖端主題，以直觀形式呈現高密度的核心知識。涵蓋熱門主題：如Transformer模型與擴散模型(Diffusion Model)。化繁為簡：先以通俗語言闡釋複雜概念，再輔以數學公式與視覺圖解深入解析。實踐導向：引導讀者動手實現模型的初級版本。配套資源豐富：提供教師課件、習題及Python Notebook程式設計練習。?適用讀者：適合已掌握應用數學基礎知識的本科生、研究生及從業者。

1.全新的內容編排，提供學生視覺上的增強學習與閱讀的便利性。2.各章首安排本章節次及學習目標等，提供學生課前掌握學習重點。3.全書採用數百幅精緻全彩圖片，圖表化說明相關原理，讓學生以最簡易的方式學習深澀理論。4.全書圖例採用機能性標誌引導，讓學生準確學習，提升學習效率。5.本書使用Python程式語言。6.每一章附有課後習題，依各節順序編排，適合學生循序複習。7.每一章均有探討活動，讓學生學會去思考與分析問題，從中找出解決的方法，再選擇適合的資訊科技，與他人進行共創。

用最簡單的方式，打造專屬於你的自動化神器，從此告別重複工作，把時間拿回來！★ 不會寫程式也沒關係，AI 幫你一行一行生出來★ Google Apps Script、Python、VBA 三大語言通通教，幫你選最適合的那一個★ 搭配大量實用案例，讓你馬上應用在日常工作★ 從自動寄信、整理報表，到跨平台整合，通通一書搞定★ 專為初學者設計，每段程式碼都有白話說明只要你曾經想過：「這工作可以不要一直重複做嗎？」這本書，就是你的解答！【簡易入門】讓你從 0 開始不怕程式．三大熱門自動化工具：Google Apps Script、Python、VBA，一次搞懂差異．完整入門流程：從介面操作、程式碼結構，到如何用 AI 協助寫程式．初學者必備觀念：function、debug、權限、API…通通白話解釋【動手實作】跟著做就會，自動化實戰案例滿載．自動寄送報表給主管、定時備份資料、表單送出即時通知．整合 Gmail、Google Sheets、Forms、Drive，打造你的工作助理．案例皆搭配 GenAI 助手操作範例，讓你不懂語法也能跑起來【自由創作】玩出自己的創意自動化．結合多個工具，打造跨平台的工作流程．學會部署前端小介面，讓你寫的程式更好用、更像一個小產品．把 AI 不只放在旁邊寫程式，而是真正「嵌入」到你的程式裡面！【本書適合】◎行政人員與助理：每天重複處理表單、報表、寄信、對帳◎中小企業老闆或主管：希望提升工作效率、又沒有程式背景◎會計、財務與人資人員：經常操作 Excel 或 Google Sheets◎業務與行銷人員：身兼多工、想把流程自動化◎自由工作者、創作者與接案者：想靠自己建立自動化工具◎學生與轉職者：想打好基礎、未來走向資料分析或工程領域

A complete self-study English language course for advanced learnersEnglish for Everyone Course Book Level 4 Advanced guarantees an engaging and entertaining experience for adults already accomplished at learning English as a foreign language.This advanced course targets experienced English speakers looking to hone their existing skills. Learn English at the highest level by reinforcing key language skills, grammar rules, and vocabulary with listening, speaking, reading, and writing exercises. At this level the content is more challenging, covering subjects such as family life, business, and news and media.English for Everyone Course Book Level 4 Advanced covers the major global English-language exams, including TOEFL and IELTS. This book is part of DK's best-selling English for Everyone series, which is suitable for all levels of English language learners and provides the perfect reading companion for study, exams, work, or travel.With audio material available on the accompanying websi

Discover the fascinating world of the Aztecs through 99 questions and answersWhy were the Aztecs mad for maize? What were chinampas? And did the Aztecs really make towers of skulls?! Find out the answers to all these questions and many, many more in this high-interest romp through the world of the Aztec Empire.99 Questions About... makes historical civilisations come alive with interest, humour and occasional weirdness. The core information is excellent support for curriculum topics, while the dip-in structure and light amounts of text will entice even reluctant readers who enjoy the light-hearted Horrible Histories approach to learning. The high-interest approach is complimented by a striking, two-colour design, featuring simple but eye-catching graphics.Fun reading for children aged 8 and up.

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!•

使用Raspberry Pi實作影像辨識的眾多智慧功能豐富完整的實作範例引領你成為Raspberry Pi專家✪快速上手Raspberry Pi 5：了解硬體特色、Bookworm作業系統，以Python探索GPIO應用✪多媒體與網路連接：輕鬆設定網路、整合Webcam與Pi相機模組，讓Pi成為多功能媒體平台✪學習電腦視覺技術：深入學習OpenCV與MediaPipe，實現臉部辨識、手勢追蹤等智慧功能✪打造現代應用開發：使用Streamlit建立互動網頁應用，整合OpenAI Chat API，打造AI助手【內容簡介】本書是專為創客、工程師、學生與技術愛好者量身打造的實用手冊，結合基礎知識與進階應用，讓你全面掌握Raspberry Pi的潛力，成為現代創新專案的主導者。不論你是想學習物聯網裝置開發、電腦視覺、AI技術，還是設計個人化的專案，本書提供的完整知識與實作範例，將引領你一步步成為Raspberry Pi的專家，請立即翻閱本書，探索無窮創意，成就你的技術夢想。【精采內容】✪從零開始學習Raspberry Pi 5，深入理解這款微型電腦的架構與操作，迅速上手並應用到日常專案中。✪透過GPIO的控制，掌握Python程式設計與硬體互動，實現各種自動化與物聯網裝置的創意開發。✪探索OpenCV與MediaPipe電腦視覺技術，實現臉部辨識、手勢追蹤與物件檢測，將影像處理能力帶入生活應用。✪使用Streamlit輕鬆建立互動式網頁應用，分享你的專案成果，快速轉化成實用的解決方案。✪整合OpenAI Chat API生成式AI技術，打造專屬的智慧助手與自然語言應用，走在人工智慧的最前端。【目標讀者】✪初次接觸Raspberry Pi的愛好者與學習者。✪想要學習AI及電腦視覺的創客。✪將Raspberry Pi作為實驗與教學工具的在校學生及教師。✪尋求嵌入式開發平台的工程師與專業人士。

《生成對抗網絡GAN：從理論到PyTorch實現》系統地講解了生成對抗網絡(GAN)的基本原理以及PyTorch編程技術，內容較全面，可操作性強，將理論與實踐相結合。讀者通過理論學習和編程實踐操作，可瞭解並掌握生成對抗網絡的基本原理和PyTorch編程技能，拉近理論與實踐的距離。《生成對抗網絡GAN：從理論到PyTorch實現》共分8章，主要內容包括生成對抗網絡介紹、簡單全連接GAN、深度卷積GAN、Wasserstein GAN、條件GAN、StyleGAN、Pix2Pix、CycleGAN，涵蓋了豐富多彩的生成對抗網絡的原理和示例。此外，本書源碼已全部在Python 3.10.9 + PyTorch 1.13.1 + CUDA 11.6版本上調試成功。《生成對抗網絡GAN：從理論到PyTorch實現》適合生成對抗網絡愛好者和PyTorch編程人員作爲入門和提高的技術參考書，也適合用作計算機專業高年級本科生和研究生的教材或教學參考書。

Babies and toddlers will be endlessly engaged with the pages of My Busy Day, where they can follow an adorable child from wake-up time to bedtime, searching for hidden items on every page!Each new spread in this Look & Find, Clever Baby book showcases a different part of a busy day in the life of a relatable young child. This book covers everything from brushing your teeth and eating meals to playing and getting ready for bedtime! Readers can learn the names of various objects by checking out the ""Look & Find"" column on each page, which features four labeled items to find in the big picture. With this engaging book, little ones will have a blast finding food, household items, toys, and more while learning their names!*Labels accompanying simple pictures help expand babies’ vocabulary*Bold, colorful illustrations hold babies’ attention*The daily routine theme helps children learn healthy habitsOther Look & Find, Clever Baby titles include Outdoor Fun, Our Animal Friends, a

Giggle along with Matty and Mo inThe Lost Teddy, afunny story for toddlersabout learning to play together. Withflaps, awheeland afold-out heartending.Meet Matty and Mo – puppy siblings, and best friends too! Inspired byrelatable, real-life family experiences, each story follows Matty and her little brother Mo as they navigate the ups and downs ofpreschool life, and learn how to get along. Sometimes being little can be tricky . . . but it always ends in giggles!InThe Lost Teddy, Matty and Mo are playing rainy day picnics inside with all their toys. Matty is a bit sad when she can’t find her favourite teddy, but luckily Mo has a useful new bag for taking on important missions. So off they set . . .Toddlers will love playing along with thisinteractiveboard book. With asimple storyto keep little ones engaged,adorable illustrationsfrom Rosalind Beardshaw, and agentle lessonabout being helpful and playing together. Plus a free audio

3rd grade reading booksSupport your child's reading journey with the Spectrum Grade 3 Reading Workbook!Spectrum reading 3rd grade workbooks are a great way for your child to learn reading skills through a variety of activities that are both fun AND educational! Why You'll Love This Reading Comprehension 3rd Grade WorkbookEngaging and educational reading passages and activities. Nonfiction and fiction passages with activities to identify main idea and story structure help inspire learning into your child's classroom or homeschool curriculum.Helping your child along the way. Lesson reviews test your child's knowledge before moving on to new and exciting lessons. Parent support pages are included at the beginning of each chapter with helpful definitions, tools and tips, and a skills list to provide a spectrum of support for your leaner. An answer key is included in the back of the workbook to track your child's progress and accuracy. Practically sized for every activity. The 192-page read

Pull out the sliding tray in the cover to reveal removable, double-sided fruit characters. Little ones will love following the clues to match the correct board piece to each page! Do you know which fruit grows in pairs? And which can take up to 3 years to grow?With simple facts to share along the way, this is the perfect book to encourage balanced, healthy eating habits through play. An interactive guessing game and early learning board book in one!

《生成式AI賦能一本通：編程、數據科學與專業寫作》全面介紹了生成式AI在編程、數據科學及專業寫作領域的廣泛應用與深刻影響。主要內容涵蓋生成式AI的核心原理、技術挑戰、治理策略，以及如何通過提示詞工程與AIGC方法論提升工作效率。讀者將從中獲得與AI高效溝通的技巧，掌握利用大模型進行Python程序設計、數據分析、數學與機器學習自學的方法，並通過豐富案例瞭解AIGC在科技論文寫作、金融數據分析及創建AI智能體等方面的實際應用。本書旨在幫助讀者理解使用大模型的方法和思路，以在AI時代保持競爭力，實現個人與組織的數字化轉型。本書主要讀者群體包括計算機專業學生、AI從業者、程序員、數據分析師、科研人員及對未來科技感興趣的廣大讀者。

Help your child power up their reading skills and learn all about a doctor's day with this fun-filled nonfiction reader carefully leveled to help children progress. DK Super Readers Level 1: Doctor will help kids learn about a doctor's important work and includes fun facts and a quiz to support development. It is a motivating introduction to using essential nonfiction reading skills, proving ideal for children ready to enter the riveting world of reading. DK Super Readers take children on a journey through the wonderful world of nonfiction: traveling back to the time of dinosaurs, learning more about animals, exploring natural wonders, and more, all while developing vital nonfiction reading skills and progressing from first words to reading confidently. The DK Super Readers series can help your child practice reading by: Covering engaging, motivating, curriculum-aligned topics.Building knowledge while progressing core Grades 1 and 2 reading skills.Developing subject vocabulary on topic

《大模型Agent應用開發》深入探討了LLM的核心概念、前沿技術和實際應用，最終為擴展AI能力邊界的大型基礎模型(Large Foundation Models，LFM)的崛起鋪平道路。 本書開篇詳細介紹了LLM的基本原理，隨後探討了多種主流架構框架，既涵蓋專有模型(如GPT-3.5/4)，也分析開源模型(如Falcon LLM)的獨特優勢與差異。接下來，我們以基於Python的輕量級框架LangChain為核心，引導讀者逐步構建智能體。這些智能體能夠從非結構化數據中提取信息，並利用LLM和強大工具包與結構化數據交互。此外，本書還將深入探索LFM領域——該類模型融合了視覺、音頻等多態能力，可以覆蓋更廣泛的AI任務。 無論你是經驗豐富的AI專家，還是初入該領域的新人，本書都將為你提供解鎖LLM全部潛力的路線圖，助力開創智能機器的新紀元。

★國內金控現職量化交易研究人員傳授從量化分析到真實交易系統建置，一本書全學會 ☆量化統計專家 + 程式交易員共同帶你使用 Python 攻略台股量化分析及自動交易 ★問 ChatGPT 也無法得知的秘辛！量化交易研究人員帶你少走冤枉的量化交易研究之路投資是一門藝術，有時候做正確的事情不一定會賺錢，做錯誤的事情也未必會賠錢，只有長期投資績效才見的到真章，但如果等到長期交易最終賠錢才發現自己在做錯誤的事情，那就失去了時間又賠了金錢，得不償失。 剛入量化投資這一行的人，很容易被高績效迷惑了，而忽略了自己的交易策略是否合理。我們作為相對的未來人，使用歷史數據來建構策略，很容易有意無意窺探到了未來資料，或者是過度擬合數據以及未盡詳盡的統計分析，導致我們誤以為尋找到了長期穩定可以產生超額報酬的交易策略。綜合上面所述，本書在技術上說明如何做量化分析、建構策略、AI 訓練市場數據及將一個策略架設排程每天去真實自動交易，另一大重點是，我們會在統計分析及建構策略的過程中，不斷向讀者說明如何避開建構出回測一條龍，上線一條蟲的策略。結合我們多年的量化研究及真實交易的經驗，透過一些特徵，我們可以避開錯誤的方式去建構策略，期待讀者在研究交易的路可以少走一點彎路。 我們在學習量化分析及真實交易的過程中，很有可能在前面幾年處處碰壁，甚至難以贏過大盤，但是我們深信有金融知識以及數學量化的基礎支持，不斷的學習，小心控制風險，終究有一天會研究有成，在長期績效中贏過大盤，我們透過本書，期望可以與讀者共同成長，並且我們留下了可以供讀者發問的地方，隨時可以共同探討量化及投資相關的議題。

Discover the fascinating world of the Shang Dynasty through 99 questions and answersWhere did the Shang rule? Why is Fu Hao so famous? And did the Shang really invent chopsticks? Find out the answers to all these questions and many, many more in this high-interest romp through the world of the Shang Dynasty!99 Questions About... makes historical civilisations come alive with interest, humour and occasional weirdness. The core information is excellent support for curriculum topics, while the dip-in structure and light amounts of text will entice even reluctant readers who enjoy the light-hearted Horrible Histories approach to learning. The high-interest approach is complimented by a striking, two-colour design, featuring simple but eye-catching graphics.Fun reading for children aged 8 and up.Books in the series:Ancient EgyptiansAncient GreeksAztecsBeninMayaRomansShang DynastySong DynastyStone, Bronze and Iron AgeVikings

A fantastically fun board book from the creators of NYT bestseller, The Leaf Thief - published in paperback as That's My Flower.Hello sunshine!Hello lovely leaves.Nice to see you back.Squirrel is so excited. It's spring and the most perfect flower has started to blossom - and Squirrel has decided the flower is HIS.After what happened to the leaves in autumn (THEY ALL DISAPPEARED), Squirrel's not taking any chances. . . He MUST keep the flower safe, and he needs his best friend Bird to help him!But perhaps Squirrel wants to protect the flower a little too much. . . After all, even flowers want a little space sometimes.Join Squirrel and Bird as they discover and explore the wonderful nature of spring . . . and learn a few things along the way.A laugh-out-loud book about the changing seasons, with extra information in the back for especially curious mindsPerfect as a companion reader to children learning about seas

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

The perfect Pip and Posy story to read on a rainy day!Based on the award-winning TV show, this picture book follows the playful games of two best friends who can’t wait to go puddle jumping. But wait – Posy’s old boots are too small, so she’s got new ones. But Pip is worried that the friends won’t be Puddle Twins any more because their boots won’t match!This heartwarming story is all about learning to listen to one another and make compromises with your friends. The TV show centres around Pip and Posy’s wonderful world of play, and is based on the bestselling books by Axel Scheffler.Look out for more stories to enjoy:The Bug HotelSnow CoachesFrankie’s Fine MonsterSummer GamesThe Christmas Snowman

Discover the fascinating world of the ancient Greeks through 99 questions and answersWhere did the ancient Greeks do their shopping? Why did the Athenians worship Athena? And just what happened in a hippodrome?! Find out the answers to all these questions and many, many more in this high-interest romp through the world of the ancient Greeks.99 Questions About... makes historical civilisations come alive with interest, humour and occasional weirdness. The core information is excellent support for curriculum topics, while the dip-in structure and light amounts of text will entice even reluctant readers who enjoy the light-hearted Horrible Histories approach to learning. The high-interest approach is complimented by a striking, two-colour design, featuring simple but eye-catching graphics.Fun reading for children aged 8 and up.Books in the series:Ancient EgyptiansAncient GreeksAztecsBeninMayaRomansShang DynastySong DynastyStone, Bronze and Iron AgeVikings

A wistful coming-of-age story with a haunting twist about four friends who spend their summer learning to become invisible—but disappearing comes at a cost.Four girls. Four girls skating home, both sides of the road, fearless. Four girls at the mouth of an infinite ocean, sugared and salted with sand and seawater, the tide licking their sunburned feet.This summer, they’re going to disappear.For seventeen-year-old Callie and her best friends Talia and Cleo, every summer in their small North Carolina beach town is as steady as the tides. But this year, Cleo has invited enigmatic new girl Polly to join them, creating waves in their familiar friendship. And Cleo has an idea, gleaned from private YouTube videos and hidden message boards: they’re going to learn how to make themselves invisible.Callie thinks it’s a ridiculous, impossible plan. But the other girls are intoxicated by the thought of disappearing, even temporarily—from bad boyfriends, from overbearing families, from the confusing

New York Timesbestselling authorNatalieD. Richards's middle grade debut about a group of four classmates forced to navigate the wilderness for an extra credit project with nothing but the pages of a survival handbook—and each other—to save them.When classmates Baxter, Abigail, Turner and Emerson break a school rule, they’re forced to travel to the middle of nowhere for an extra credit project. They think things can’t get much worse. After all, how will learning to survive in the wilderness help them stay out of trouble in school?What starts off as a weekend of team building takes a scary turn when their instructor goes missing and they are given nothing but pages of a survival guide to complete a series of challenges.They soon learn the woods around them have unexpected surprises. Will they discover a way to work together to find their teacher and overcome the dangers of winter in the mountains?

Help your child power up their reading skills and learn all about a teacher's day with this fun-filled nonfiction reader carefully leveled to help children progress. DK Super Readers Level 1: A Day in the Life of a Teacher will help kids learn about a teacher's important work and includes fun facts and a quiz to support development. It is a motivating introduction to using essential nonfiction reading skills, proving ideal for children ready to enter the riveting world of reading. DK Super Readers take children on a journey through the wonderful world of non-fiction: traveling back to the time of dinosaurs, learning more about animals, exploring natural wonders, and more, all while developing vital non-fiction reading skills and progressing from first words to reading confidently. The DK Super Readers series can help your child practice reading by: Covering engaging, motivating, curriculum-aligned topics.Building knowledge while progressing core Grade 1 and 2 reading skills.Developing

本書通過具體的案例，循序漸進地講解了計算機視覺和模型調優的相關內容。首先介紹基礎知識，包括人工智能基礎、計算機視覺基礎、圖像基礎和編程基礎相關知識。然後講解傳統計算機視覺和基於深度學習的計算機視覺，如卷積神經網絡等。接著深入探討算法原理，包括卷積、池化、批歸一化、激活函數、殘差結構、全連接、SoftMax等，並提供手寫算法示例。最後介紹了模型在 Python 和 C++中的實際應用以及性能優化技巧，如計算向量化、權值預加載和多線程等。本書內容實用，由淺入深，案例典型，講解通俗易懂，隨書提供全部程序代碼，且代碼注釋詳細，方便讀者理解，並上手實踐。本書非常適合人工智能、機器學習、深度學習、計算機視覺初學者學習使用，也可用作高等院校中相關專業的教材及參考書。

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.

In this companion to the acclaimed and bestselling picture books In a Jar and Out of a Jar, a little bunny and his friends collect their hopes and dreams for the future in jars.Llewellyn the bunny and his friends dream of many things. Some of their dreams are small, like learning to ice skate, visiting a friend, or acting in the school play. And some of their dreams are big, like going to the moon, or becoming a ballet dancer or a wildlife photographer. Their dreams feel so precious that the bunnies place them in jars for safekeeping. But when a storm comes and destroys their collection of jars, Llewellyn and his friends wonder: what’s the point of dreaming if everything could be lost?This timely, powerful, and beautifully illustrated story of perseverance and resilience explores setbacks, loss, and grief, and shows how—with the help of friends and loved ones—to find the strength to start again.

這本書引導讀者從廣闊的人工智慧來到深度學習的核心概念，深化對機器學習的理解，並揭示電腦視覺如何利用機器學習來模仿和擴展人類的視覺能力。深度學習顯著提升了電腦視覺技術的效能，而成功的電腦視覺案例又進一步推進深度學習領域的發展，形成一個良性循環。　書中不僅提供扎實的理論基礎，更搭配豐富實用的範例，這些範例都是用強大且被廣泛運用的 Python 程式語言編寫。透過這些範例，讀者能更直觀地掌握書中所述的概念，並將理論付諸實踐。　本書特別為對影像處理與電腦視覺懷抱熱情的讀者而設計，無論是大學部或研究所的學生，或是渴望自學精進的其他族群，都能從中獲益良多。

在數位化時代，審計從業人員必須掌握前沿的AI智能稽核技術，以提升自動化效能並降低偵查風險。國際審計準則（ISA）提高了會計師的責任，要求更高的審計品質，智能資料分析技術已成為不可或缺的工具。JCAATs 為Python-Based AI新世代的通用稽核軟體，以AICPA美國會計師公會推薦之Python 軟體開發，遵循 ISA 530: Audit sampling (統計抽樣)規範提供多種數位審計抽樣方法，增強全面當代數位審計抽樣的作業流程，除了隨機抽樣、分層抽樣外，並提供控制測試常用之屬性抽樣與評估及證實測試常用之元單位抽樣與評估等功能，讓審計抽樣更完整。 本講義以「數位審計抽樣與評估」為主題，提供完整實例上機演練資料，由國際專業稽核實務顧問群精心編寫，經國際電腦稽核教育協會（ICAEA）認證，透過實務案例上機演練方式，帶領學員有效學習符合審計準則的數位化技術與方法，熟悉各種抽樣技術進行樣本抽選、結果查驗並進行查核結果評估，以簡易且友善使用介面，讓會計師與審計人員快速進入智能數位審計時代，學員可透過申請獲得JCAATs AI審計軟體試用教育版90天使用權，無論是會計師、審計人員、內部稽核還是大專院校的師生，本書皆是提升審計品質的必備工具，期待您的參與與交流。◎代理經銷 白象文化

這本書專為計算機網路的入門課程而設計。內容上的編排假設讀者已有基本的 C、C++、Java 或 Python 程式語言經驗（即便如此，僅在少數部分會涉及程式設計）。與其他計算機網路的基礎教科書相比，本書更具嚴謹性與分析深度，但特別設計為僅需高中程度的數學基礎。避免了進階微積分、機率或隨機程序的概念（但提供進階習題，供有需要的讀者挑戰）。因此，本書適合用於大學或研究所第一年的「電腦網路」或「計算機網路」課程，同時對電信業界的專業人士也有極大的實用價值。

This rich and enjoyable book recounts the tangled, dynamic encounters through which Asia has influenced Europe and North America over centuries'A rich history… Harding writes with energy and insight, wearing a tremendous amount of learning lightly' - Rana Mitter, Financial TimesThis rich and enjoyable book by the acclaimed author of Japan Story explores the many ways in which Asia has influenced Europe and North America over centuries of tangled, dynamic encountersFrom the time of the ancient Greeks onwards the West's relationship with Asia consisted for the most part of outrageous tales of strange beasts and monsters, of silk and spices shipped over vast distances and an uneasy sense of unknowable empires fantastically far away. By the twentieth century much of Asia might have come under Western rule after centuries of warfare, but its intellectual, artistic and spiritual influence was fighting back.The Light of Asia is a wonderfully varied and entertaining history of the many ways in