Introduction to Python Programming And Data Structure By Liang

Bridges the gap between AI and neuroscience by telling the story of how the brain came to be. 'I found this book amazing' Daniel Kahneman, Winner of the Nobel Prize in Economics and bestselling author of Thinking Fast & Slow The entirety of the human brain’s 4-billion-year story can be summarised as the culmination of five evolutionary breakthroughs, starting from the very first brains, all the way to the modern human brains. Each breakthrough emerged from new sets of brain modifications, and equipped animals with a new suite of intellectual faculties.These five breakthroughs are the organising map to this book, and they make up our itinerary for our adventure back in time. Each breakthrough also has fascinating corollaries to breakthroughs in AI. Indeed, there will be plenty of such surprises along the way.For instance: the innovation that enabled AI to beat humans in the game of Go – temporal difference reinforcement learning – was an innovation discovered by our fish ancestors o

▍用「Python ✕ AI 神隊友」操作 Excel、Power BI，讓資料彙整、視覺化、報表製作...等辦公室重複作業全方位 Auto！▍AI 神威助力！呼叫 ChatGPT、Copilot 做自動化程式萬能顧問：生成自動化範例、詢問關鍵功能如何撰寫、生成程式註解、解釋程式、糾出錯誤直接更正...樣樣通！【辦公室作業自動化 (Office Automation)】是廣大上班族最渴望實現的夢想，只要你感覺很多動作總是日復一日一再重複做，程式語言正是簡化這些繁瑣作業的絕佳工具。儘管目前各種 AI 工具當紅，把檔案餵給 AI 處理或許可以免除掉一些機械化工作，但其實 AI 工具很多時候也是在背後用程式解決問題，因應不同的情況，當用 AI 怎樣都試出不來，勢必還是得懂點程式做客製化修改，才能打造出一鍵自動化、定時自動化...等「全」自動化的高效辦公方式。【用最紅的 Python ✕ AI 聊天機器人做 Excel、Power BI 自動化，資料處理更快更有彈性！】Python 的語法簡潔、擴充性強，是打造辦公室作業自動化的最佳助手，只要用對套件，短短幾行 Python 程式就可執行自動化工作。而且，在開發時還可以呼叫 AI 來幫忙，包括提供想法生成範例、詢問關鍵功能如何撰寫、請 AI 幫忙生成程式註解、解釋程式內容、糾出錯誤直接更正...等，本書會教你善用 AI 大大降低寫程式的門檻！如果以下是你的日常：．數十個 Excel 檔等著你逐一開啟，複製資料後貼到總表 ．逐一從多個 Excel 檔複製資料，還得彙總成老闆要的分析報表．有上百個檔案名稱要列表整理，逐一將檔名複製下來 ．逐一開啟文件搜尋是否有某關鍵字，並彙整存在的頁面、位置．Excel 工作表已整理好各區報表，逐一切換工作表轉檔成 PDF．Word 當中存在多個表格，逐一選取並貼到 Excel．每天固定時段到網路上抓資料匯入 Excel、Power BI，日復一日天天做......諸如此類的機械性重複工作，一兩次還沒什麼，但只要資料量很大、或次數很多時就會成了苦差事，跟著本書用 Python ✕ AI 通通一鍵完成，絕對可以少做很多苦工！【600 個程式實例 + 「★AI 神助攻 TIPS」，帶你徹底掌握辦公室作業自動化！】本書另一個特色是精心準備 600 個程式實例，包含 407 個 Excel / Word

本書教你如何從基於時間的數據（如日誌、客戶分析和其他事件流）中獲得即時、有意義的預測。在這本通俗易懂的書中，作者通過帶有注釋的Python代碼進行全面演示，你將學習用於時間序列預測的統計和深度學習方法。通過跟隨書中的實例鍛煉你的技能，你很快就會準備好建立自己的準確、有洞察力的預測。

本書以戲法開場，帶領孩子在驚嘆聲中學會從一數到十，再從十數回一。這是繪本大師 Maurice Sendak 為幼兒設計的經典作品之一，延續他在《Where the Wild Things Are》中展現的想像力與節奏感。透過舞台上小小魔術師 Mino 的表演，數字、圖像與節奏自然交織，讓閱讀如同欣賞一場奇幻的表演。插圖細膩又帶著幽默感，既能吸引初學者，也蘊含 Sendak 對童年的溫柔觀察。For the first time available to everyone, this magical picture will encourage young readers to count from one to ten and back again, from Maurice Sendak, seven time Caldecott Honor recipient, National Book Award winner, and the Caldecott Medal-winning creator of Where the Wild Things Are.Maurice Sendak’s legacy continues with this playful counting extravaganza for the youngest child. Here is a small reader’s introduction to the magic of Mr. Sendak’s books—a journey that will continue for many years to come.Prepare to be. . .Amazed. . .Dazzled . . .And mesmerized by Mino’s magic show!

A beautifully illustrated series that grows with your baby.Baby's First Stories presents a unique blend of read-aloud stories and high-contrast visuals, featuring an adorable elephant, panda, whale and bunny. Each story has been created in consultation with Early Years Expert Lizzie Noble, to perfectly suit your baby's needs at every stage in their first year.9-12 months prompts older babies to interact with the book, tickling panda's tummy and looking for details in the artwork to reflect your baby's ability to spot fine details and respond to basic questions. Jane Foster's black-and-white artwork features bold pops of blue, red and yellow, including hidden details - reflecting your baby's sharpening eyesight.Neither too long, nor too short, each story will easily fit into baby's day, to make reading together a regular activity. Beautifully illustrated by award-winning textile designer Jane Foster, and written by picture book rising-star, Lily Murray.

本書精心設計近60個多樣化的實用範例，提供擬真繪製的電路圖，按圖施工、保證成功。初學者容易上手，能輕鬆建構有趣又好玩的互動作品。本書所使用的ESP32開發板，內建雙核心晶片，最高時脈可達 240MHz，與同級晶片相比，價格相對實惠。ESP32整合Wi-Fi、低功耗藍牙BLE與傳統藍牙功能，內建UART、SPI、I2C、PWM、ADC、DAC、電容觸控等多種主流通訊介面與周邊，深受創客者喜愛。本書以從未學習過電子、資訊相關知識的初學者角度，來設計多元化的實習單元，並且詳細解說。讀者能真正動手做，建立基礎、提升學習樂趣，並且能快速開發物聯網相關應用專題。■ 學習最容易：下載MicroPython 韌體到ESP32硬體，即能支援Python / MicroPython語言相較於C/C++，Python語法簡單、易學易懂。■ 資源最豐富：Python / MicroPython官網提供大量且用途廣泛的標準函式庫，網路上也提供相當豐富的第三方套件庫（Package）共享資源。■ 內容多樣化：使用常用元件及模組，包含發光二極體、矩陣型LED模組、七段顯示模組、液晶顯示模組、蜂鳴器、指撥開關、按鍵開關、矩陣鍵盤、直流馬達、伺服馬達、步進馬達、RFID模組，以及各類型感測器，精心設計近60個豐富多樣化的實用範例。■ 應用生活化：生活化的單元教學設計，除了提高學生學習興趣之外、也能培養學生創意設計的素養能力。專題實作涵蓋廣告燈、自行車燈、調光燈、電子輪盤、電子時鐘、電子琴、音樂盒、數位電壓表、小夜燈、測距儀、地震儀、停車場自動計數器、字幕機、觸控調光燈、自動窗簾、智慧農場、Wi-Fi智能插座、RFID防盜感應門鎖等實用的生活化應用。

Follow Sonic on electrifying adventures inspired by the classic 2-D games with stories from bestselling authors Gale Galligan(The Babysitters Club series),The McElroy Brothers(The Adventure Zone)and series writer Ian Flynn!Join Sonic the Hedgehog, Miles "Tails" Prower, Knuckles the Echidna, Amy Rose, Mighty the Armadillo, Ray the Flying Squirrel, and even more special guests as they travel through zones inspired by the seasons in search of Chaos Emeralds! It's a hilarious and hectic race against the clock in "Seasons of Chaos" by longtime Sonic writer Ian Flynn, with art by Aaron Hammerstrom.Plus, bonus stories!"Dr. Eggman's Birthday" by Gale Galligan and Thomas Rothlisberger."Sonic Learns to Drive" by Justin, Travis & Griffin McElroy, with art by Mauro Fonseca.All this, as well as a ton of extras celebrating the Fastest Thing Alive: a bonus story from the team of Galligan and Rothlisberger, a script-to-page look at the making of Sonic comics, and more!

風險建模演算法 「Abdullah Karasan成功展現了在金融風險管理領域中使用機器學習的能力，這是對任何金融機構都攸關重要的功能。」 ―Yves J. Hilpisch博士 The Python Quants與The AI Machine創辦人及總裁 「如果您需要將統計和機器學習方法應用在金融風險分析的入門指南，那麼這是一個很好的起點。」 ―Graham L. Giller 《Adventures in Financial Data Science》作者 金融風險管理在人工智慧的幫助下發展迅速。透過這本實用指南，開發人員、程式設計師、工程師、金融分析師、風險分析師及定量和演算法分析師，將可以機器學習和深度學習模型進行金融風險評估。建立基於人工智慧的財務建模實務技能後，您將學習要如何運用機器學習模型來取代傳統的金融風險模型。 作者Abdullah Karasan幫助您探索金融風險建模背後的理論，再深入研究使用Python運用機器學習模型以對金融風險進行建模的實際方法。 有了這本書，您將可以： ‧回顧經典的時間序列應用並將其與深度學習模型進行比較 ‧使用支撐向量迴歸、神經網路和深度學習來探索波動率模型以衡量風險程度 ‧使用機器學習技術來改善市場風險模型(VaR和ES)，並包括了流動性維度 ‧使用分群和貝氏方法來進行信用風險分析 ‧使用高斯混合模型和關聯結構模型來捕捉流動性風險的不同面向 ‧使用機器學習模型來進行詐欺偵測 ‧使用機器學習模型來預測股價崩盤並識別其決定因素

★★★★★【國內作者第 1 本】【全彩印刷】【資料視覺化】★★★★★ ☆☆☆☆☆【國內作者第 1 本】【Python + matplotlib專業書籍】☆☆☆☆☆ 【32個主題】，【509個程式實例】 這本書的第一版書名是「matplotlib 2D到3D資料視覺化」，這版內容只是書名更改，整本書內容如下： ★ 完整解說操作matplotlib需要的Numpy知識 ☆ 認識座標軸與圖表內容設計 ★ 繪製多個圖表 ☆ 圖表的註解 ★ 建立與徹底認識圖表數學符號 ☆ 折線圖與堆疊折線圖 ★ 散點圖 ☆ 色彩映射Color mapping ★ 色彩條Colorbars ☆ 建立數據圖表 ★ 長條圖與橫條圖 ☆ 直方圖 ★ 圓餅圖 ☆ 箱線圖 ★ 極座標繪圖 ☆ 階梯圖 ★ 棉棒圖 ☆ 影像金字塔 ★ 間斷長條圖 ☆ 小提琴圖 ★ 誤差條 ☆ 輪廓圖 ★ 箭袋圖 ☆ 幾何圖形 ★ 表格製作 ☆ 基礎3D繪圖 ★ 3D曲面設計 ☆ 3D長條圖 ★ 設計動畫 整本書程式實例豐富，相信讀者只要遵循本書內容必定可以在最短時間精通使用Python + matplotlib完成資料視覺化。

✦ 實作特權帳密管理系統，解決特權帳密控管問題 ✦ 特權帳號與密碼是企業IT部門各項系統的命脈，同時也是資訊安全在管理上的弱點。近年來的入侵攻擊事件，就是利用公司的系統漏洞沒有即時修補，再加上內控不嚴謹所造成的系統帳密被盜用，不僅影響到公司的商譽，還有可能造成難以估計的財損。為了解決特權帳密控管問題，本書將透過現行 Python 所提供的套件（Crypto, Django, Tkinter），研發特權帳密的控管機制並將其實作。 全書分成4章，分別帶領讀者進入密碼學的領域進行編程，除了有密碼學理論進行對照，還用時下最廣泛使用的程式語言 Python，進行密碼系統的開發。｜密碼學的數論基礎與 ISO27001｜總覺得密碼學是難以探究的學門嗎？其實只要有高中的數學程度與耐心，在實作後與理論相呼應，學苟知本會更扎實；此外，依據 ISO27001 的附錄A.10 密碼學的控制措施，可以了解特權帳密管理的必要性。｜使用 PyCryptodome 在 Python 中實現加密演算法程式｜PyCryptomdome 提供了所有加解密的函式庫，即使對理論不清楚，也可以進行實作。Python 易學易懂，有許多函式庫與社群支持，相關技術可以藉由網路搜尋，相輔相成加速開發。｜Tkinter 搭配 Crypto 實作加解密的應用介面｜Tkinter 是視窗程式的開發套件，可實作使用者端的 UI，是 Python 用來開發應用程式的熱門函式庫。本書在每個範例程式碼都有說明與解釋，確定資料流後，完成實作上的輸入與輸出。｜用 Django 來 Web化密碼管理系統｜Django 是網頁應用程式的框架，MVC（Model-View-Controller）的架構。本書實作的密碼管理系統，結合了 SQLite 資料庫，將密碼管理系統架在網路上，實現 Web化。本書特色🔑從基礎數論到密碼學密碼學的基礎就是數論，每個理論都有數學作為對照，協助讀者了解基本原理。🔑特權帳密管理系統實作Crypto 套件提供豐富的加解密演算法，確定加解密流程後，用 Tkinter 設計 UI介面，並透過 Django套件將應用程式 Web化。🔑ISO27001管理機制依照 ISO27001（資訊安全管理國際標準）的「存取控制」、「密碼」、「作業的安全」等相關條文進行實作，以符合管理需求。專業推薦密碼學是所有應用程式的安

From Gandhi to Rosa Parks, the Arab Spring to Black Lives Matter, this introduction to the power of protests covers nearly every continent to show young readers that they can be effective on their own or as part of a movement. Filled with colorful, detailed illustrations and straightforward, engaging texts, this book uses double-page spreads to tell the story of world-changing moments when justice prevailed over intolerance, and peace overcame conflict. Neither preachy nor pedantic, the text offers clear-eyed information in a way that kids can relate to, helping them understand issues that they are probably already aware of, such as climate change, and introducing them to events which happened decades ago or worlds away.Throughout this optimistic and hopeful book, the message is clear-peaceful protest can effect change, and everyone's voice matters.

Life-affirming and lyrical, this beautiful picture book celebrates the awesome power of nature, while gently introducing young children to the concept of life and death. Over the course of a year, a young child and their dog watch kingfishers by the river with Grandpa. As spring turns to summer and autumn to winter, the kingfishers raise a family, while Grandpa teaches his grandchild about the power of nature and the circle of life.Written in memory of her father, whose favourite bird was the kingfisher, Anna Wilson takes readers on a lyrical journey though a year in the life of a kingfisher family. Stunning illustrations by Sarah Massini bring the riverbank to life in all its glory, while the powerful intergenerational bond between grandparent and grandchild shows that just as spring always follows winter, hope will always return if you know where to look for it. A positive story about life, death, and being a part of the natural world.

內容簡介:利用遊戲程式設計學習解決問題所需的基礎知識與步驟！豐富的範例實作！‧猜拳‧打地鼠‧井字遊戲‧翻牌配對遊戲‧黑白棋‧電子冰上曲棍球玩遊戲的同時，快樂地學習程式設計與演算法本書是使用Python製作遊戲與學習演算法的入門書。由帶領初學者入門的程式設計基礎開始，一步步從簡單的演算法學到高階演算法，讓每位讀者都能讀懂本書的內容。本書提及的演算法是解決問題的步驟或手段。學會演算法之後，就能具備解決各類問題的能力。

本書充分運用 樹莓派 與 NodeMCU-32S 的Wi-Fi、藍牙低功耗(BLE)無線通訊功能，以Python、MicroPython程式配合Node-RED建構物聯網，可藉著智慧型手機或筆電無論處在是否有Wi-Fi提供的場所都能來監控它。 本書分成三大部分 🔸樹莓派：從開箱設定到GPIO應用 🔸ESP32： 從GPIO腳位讀取溫濕度感測器、12位元類比訊號輸入得知光敏電阻值、到內建觸摸感測器運用 🔸樹莓派與ESP32：運用Node-RED融合兩者，輕易開發物聯網 書籍特色 🔸結合樹莓派與NodeMCU-32S建立實用物聯網 🔸運用Python與MicroPython撰寫感測與控制程式 🔸利用Node-RED以網頁撰寫程式整合硬體、使用者介面 🔸以Wi-Fi、藍牙低功耗(BLE)通訊傳遞訊息 閱讀本書後，你將學到 🔸樹莓派GPIO應用 🔸NodeMCU-32S GPIO應用 🔸Python與MicroPython程式設計 🔸Wi-Fi、藍牙低功耗(BLE)無線通訊模組應用Node-RED程式設計 本書適用於 🔸大專院校「機電整合」、「專題製作」、「網際網路程式設計」等課程 🔸高中、高職「微電腦應用實習」相關課程 🔸各級學校開辦「物聯網」探索課程 🔸創客玩家DIY物聯網

★★★★★【20個主題】+【312個程式實例】★★★★★ ★★★★★【基礎操作】+【程式範例】+【專題實戰】★★★★★ ★★★★★【靈活運用tkinter設計GUI】★★★★★ 這是國內第一本使用Python內建模組tkinter，設計GUI程式中文書籍的第4版。全書超過312個程式實例，一步一步講解tkinter 控件(Widget)的基礎知識，同時也將應用範圍擴充至小算盤、碎形(Fractal)設計、文書編輯、走馬燈、模擬海龜繪圖、球類競賽、風扇設計、單個或多個反彈球設計、鐘擺、長條圖動態排序、動畫與遊戲設計、mp3音樂播放器。Python是一門可以很靈活使用的程式語言，本書特色在於對tkinter最基礎的知識使用了大量靈活的實例說明各種環境的應用方法，讀者可以由這些程式實例事半功倍完成學會tkinter設計跨平台的視窗程式。 本書主要內容如下： ◆ 20個主題 ◆ 312個程式實例 ◆ tkinter與tkinter.ttk Widget解說 ◆ Widget共通屬性與方法 ◆ 變數類別Variable Classed ◆ 事件綁定Events and Binds ◆ 文書編輯程式 ◆ 小算盤程式 ◆ 動畫遊戲 ◆ 模擬海龜繪圖 ◆ 靜態與動態繪圖 ◆ 球類競賽 ◆ 單個或多個反彈球設計 ◆ 動態長條圖排序 ◆ 鐘擺程式設計 ◆ 科赫雪花碎形(Fractal)設計 ◆ mp3音樂播放器

Three of the world's most accomplished and deep thinkers come together to explore Artificial Intelligence (AI) and the way it is transforming human society--and what this technology means for us all.An AI learned to win chess by making moves human grand masters had never conceived. Another AI discovered a new antibiotic by analyzing molecular properties human scientists did not understand. Now, AI-powered jets are defeating experienced human pilots in simulated dogfights. AI is coming online in searching, streaming, medicine, education, and many other fields and, in so doing, transforming how humans are experiencing reality. In The Age of AI, three leading thinkers have come together to consider how AI will change our relationships with knowledge, politics, and the societies in which we live. The Age of AI is an essential roadmap to our present and our future, an era unlike any that has come before. A "Top Ten Tech Books Of 2021" (Forbes) Wall Street Journal bestseller One of Newsweek'

A Kids' Indie Next List picture bookA B&N Most Anticipated Read pickA School Library Journal Best Picture Books of 2022 selectionA whimsical picture book for kids written by debut wife and husband team Mrs. & Mr. MacLeod, children’s book authors and artists. This irresistible book about books—and the way they make us feel—is set in a world bursting with charm and character. How to Eat a Book is destined to be a favorite read-aloud book for kids, families, librarians, booksellers, and educators. Sheila sat down to eat her first book and the strangest thing happened . . . The book ate HER. One by one, cousins Sheila, Gerald, and Geraldine Grunion are eaten . . . by their books. This peculiar turn of events flings them far and wide. Sheila escapes the weight of the world entirely, while Gerald braves the wonder of seeing it up close. And Geraldine, well, Geraldine turns as terrifically terrible as she possibly can. Join the Grunions on adventures no child can resist! How

Discover how to build your awesome LEGO® dinosaurs!Be inspired by 30 incredible LEGO dinosaurs, from a fierce T-rex to a giant Brachiosaurus and a winged Pteranodon. Embark on an imaginative building journey as the models get more challenging through the book. Each dinosaur idea is broken down into three, four, or five important building steps. Learn essential building techniques to create claws and teeth, legs and tails, textures and colors and much more, for your own wonderful creations. You can build anything!

In a sleepy town in Southern France stands a mysterious structure. Is it a fortress? A giant labyrinth? The castle of a long-forgotten king? It is, in fact, the work of one man, Ferdinand Cheval, who shaped a palace over the course of 33 years with nothing but his bare hands, his will, and a few tools. This is the story of how and why his palace came to be.

In this gorgeous gift book, create your own beautiful 3D birds before discovering fascinating facts about each species!Press out pieces and slot them together to create 10 different irresistible feathered friends. After finishing your 3D flock, either hang the birds of a feather as stunning decorations or press them back into the sturdy board pages and hardback binding to be used again and again. Then turn to the back of the book to pore over 22 richly illustrated pages with dazzling full colour nature scenes alongside a gently informative text to treasure.Covering everything from habitats and diets to myths and legends, this is a stylish, joyful introduction to a variety of European birds.

Usborne古典音樂音效書新書，簡單按下音效按鈕，享受高品質樂曲。跟著動物交響樂團一起認識偉大的作曲家巴哈的人生歷程，一邊聆聽五段巴哈的經典樂曲。Children can discover the magic of Bach’s music by hearing the five beautiful tunes in this enchanting sound book. The animal orchestra travels around, playing Bach’s music and telling us a little bit about his life as they go. This is a perfect introduction to one of the greatest composers of all time.

A whimsical story about learning to use maps, perfect for very young children. One day, Anna's friend Zane sends her an invitation: Come to tea tomorrow! This is the way to my home. Love, Zane.Inside the envelope, there's a MAP. Anna soon decides to make a map of her own, too ... and before long, Dad and even Whiskers the cat are in on the fun.From routes to symbols, point of view and scale, join Anna and her dad as they explore the wonderful world of maps - with words by Vivian French, storyteller extraordinaire, and delightful pictures by rising star Ya-Ling Huang.

THE PHENOMENAL KOREAN BESTSELLERTRANSLATED BY INTERNATIONAL BOOKER SHORTLISTEE ANTON HURPSYCHIATRIST: So how can I help you? ME: I don't know, I'm - what's the word - depressed? Do I have to go into detail? Baek Sehee is a successful young social media director at a publishing house when she begins seeing a psychiatrist about her - what to call it? - depression? She feels persistently low, anxious, endlessly self-doubting, but also highly judgemental of others. She hides her feelings well at work and with friends; adept at performing the calmness, even ease, her lifestyle demands. The effort is exhausting, overwhelming, and keeps her from forming deep relationships.This can't be normal. But if she's so hopeless, why can she always summon a desire for her favourite street food, the hot, spicy rice cake, tteokbokki? Is this just what life is like? Recording her dialogues with her psychiatrist over a 12-week period, Baek begins to disentangle the feedback loops, knee-jerk reactions and ha

From the creator of Home Alone comes this delightful celebration of a day spent by the sea, complete with salty air, run-ins with sea life, and making forever friends. Frido is back and this time he's at the seaside. While his owner takes a nap in the shade, Frido sets off to explore.There are sandcastles to dig, waves to surf, beach games to disrupt and the arrival of an ice-cream truck. But can Frido find his way back to their sun umbrella before his owner wakes up?

When Dr. Eggman unleashes his latest attack, Sonic and Tails will have to rely on their friends to help them foil his latest dastardly plan! There's a new kid on the block! And a new... tower? While Tangle tries to initiate the new recruit, Belle, into the Restoration, Sonic, Tails, and Amy investigate a mysterious structure that has popped up. Turns out, it's a maze of twisting corridors and crazy challenges! Can they pass this test with flying colors?Fan-favorite writer/artist Evan Stanley continues her epic Sonic run in this adventure also featuring artists Adam Bryce Thomas and Bracardi Curry.Collects IDW's Sonic the Hedgehog issues #37-40.

The next book by the author of In My Mosque, M. O. Yuksel, this true-life picture book biography of Fatima al-Fihri, an extraordinary Muslim woman who founded the world’s oldest university, shows the importance of never giving up on your dreams and how we all have the power to change the world for the better. Fatima al-Fihri loved to learn. She wanted to know everything, like how birds flew, why the sky was blue, and how flowers grew. But more than anything, she wanted a school for all, where anyone could study and become whatever they wanted, like teachers, scientists, and doctors. As she grew older, Fatima carried her one wish inside her, through good times and bad. Fueled by her faith and her determination, she worked hard to make her one wish come true. For over a thousand years, Fatima’s one wish—her school—served students and scholars from around the globe, and it continues to do so today!

內容介紹: 別再傻傻只選一個模型訓練很多模型，卻不知道應該選哪一個？沒有一個模型達標？每個模型都有其優缺點，無法取捨？小朋友才做選擇，大人全都要！你該試試集成式學習！集成式學習是使用 2 種或更多的機器學習演算法，來組合出預測能力更好的模型。DeepMind 已經使用集成式學習來組合多個神經網路，控制 Google 資料中心的運作效能；集成式學習技術也在 Kaggle 平台上，席捲了各個競賽的第一名寶座。因此，集成式學習是建立出更具威力的模型，不可或缺的技術之一。本書會介紹實務上常見的集成式學習演算法，如硬投票、軟投票、堆疊法、自助聚合法、適應提升法、梯度提升法、隨機森林、極端隨機樹等，並且使用熱門的 scikit-learn、Keras、OpenEnsembles、XGBoost 等 Python 函式庫來實作各種不同的集成式學習技術，建構出一個強大的模型。熟稔本書的內容後，不但可以精通集成式學習，在實際情境中面對問題時，亦能具備充分的專業知識判斷適用的集成式學習方法，並成功實作它們。書中採用「做中學」的方式，讓你不僅可以快速掌握理論基礎，也能了解各種集成式學習技術的實作，再加上運用真實世界中的資料集，你將能夠建立出更佳的機器學習模型，以解決各種問題，包含迴歸、分類、分群。現在翻開本書，讓我們一起進入集成式學習的世界，整合你所會的全部技術，打造最強大的模型。 本書特色: ● 繁體中文第 1 本集成式學習專書，告訴你不要再傻傻地只選一個模型● 完整介紹集成式學習中常見的演算法，包含極端隨機樹、堆疊法、自助聚合法、提升法等● 一書掌握實作集成式學習的必備套件，如 Scikit-Learn、OpenEnsembles、XGBoost 等● 用 Python 刻演算法給你看，接著告訴你怎麼用套件。讓你不只會做，還懂為什麼這麼做● 以 5 個實務案例來展示集成式學習的威力● 本書由施威銘研究室監修，內容易讀易懂，並加入大量「小編補充」補充必要知識● 本書 Python 範例程式免費下載

For fans of Field Trip to the Moon, Field Trip to the Ocean Deep, and field trips in general, a new adventure that takes students to a volcano island.The same students we met in Field Trip to the Moon and Field Trip to the Ocean Deep travel to a volcano island on a yellow school bus helicopter. When they get there, one student picks flowers as they hike to the top and then accidentally slips down a crater and can't get out. The student isn't too worried, especially when he meets a lava monster and its children who are fascinated by the flowers. But when they touch them, they burn beyond recognition so the student teaches them how to make a vase using lava from a lava pit, fills it with water from a canteen, and they all sit back to enjoy the flower arrangement until help arrives and rescues the student. In his follow-up to Field Trip to the Moon and Field Trip to the Ocean Deep, John Hare's rich, atmospheric art in this wordless picture book invites all children to imagine themselves i

業界人士教您如何從零開始進行遊戲的開發 這是一本專注在「如何從零到有開發出一款遊戲」的實作書籍。藉由本書，您可以了解遊戲開發與一般的軟體開發有何不同，以及遊戲開發的實際過程。 本書特色： ．幫助您更加了解遊戲開發的過程 ．學會如何使用Python ．範例程式碼有詳盡的註解說明 ．使用大量的圖解說明幫助理解 ．提供遊戲開發的免費素材可供練習

將所學知識內化，透過思考、練習題目精進數學能力。《學霸筆記》中學生數學練習冊設計600個練習題，就像你的個人家庭教師，點出概念，帶領你一步步分解題目，解出答案。Introducing a brand new companion title to the Big Fat Notebooks and its bestselling title, Math―The Big Fat Middle School Math Workbook. Because just like music or a sport or learning a new language, the only way to achieve math competency, let alone excellence, is through practice. Whether used as a supplement to BFN Math or on its own, this consumable, lie-flat workbook is filled with exercises and over 600 problrems to help students work through everything that’s being taught in middle school math and reinforce what they’re learning. Each chapter begins with a brief recap of a key concept―such as the number system, expressions and equations, introduction to geometry, statistics and probability―followed by an example of a problem and steps needed to solve it, and then exercises and word problems for practice, test review, and remedial help. And in the back, students won’t find a simpl

INSTANT USA TODAY BESTSELLERWITH A FOREWORD BY TOM BRADY“As a sportscaster and sports historian, Jim’s career genuinely stands the test of time. . . . This book is sports history about some of the greats by one of the greats, who was taking it all in on the sidelines, in the stands or the dugout, by the eighteenth green, courtside, or in the broadcast booth.” ―Tom Brady, seven-time NFL Super Bowl champion GOATA riveting, insightful memoir of never-before-told stories from Jim Gray, twelve-time Emmy Award winner, Hall of Fame sports broadcaster, and renowned interviewer― that explores the author's career and the inside stories and memorable moments of the famous legends he has covered including, Muhammad Ali, Tom Brady, Kobe Bryant, LeBron James, Michael Jordan, and Mike Tyson.In Talking to GOATs, award-winning broadcaster Jim Gray looks back at his four decades of sports reporting from the unparalleled perspective of one of the world’s most respected and skilled interviewers. A journal

This hopeful story of a resilient tree that grew (and still grows) at the base of the twin towers is a simple introduction for young readers to gain an understanding of September 11th and the impact i

你絕對不能錯過的機器學習工具書！※揭開機器學習的神祕面紗，深入了解機器學習。※理論與實務兼具，詳細解說機器學習理論，搭配使用Python與Stata實作，架構完整。※內容與時俱進，理解當今機器學習的最新模型與技術。※隨書附贈範例資料檔光碟近年來，科技產業迅速發展，新技術不斷出現，人工智慧、機器學習、大數據、資料科學成為炙手可熱的話題。各個領域紛紛投入人工智慧與機器學習的研究及應用，但究竟什麼是人工

The perfect introduction to English vocabulary for children aged 6-9 as they take the first steps toward learning English as a foreign language. This beautifully illustrated vocabulary book for younge

A celebration of being true to yourself, with diverse, empowering characters.Forgotten Fairy Tales of Kindness and Courage breathes new life into a collection of once much-loved, now forgotten tales, beautifully retold by Mary Sebag-Montefiore. A disabled prince fights for his kingdom, and learns the importance of understanding others. A princess finds the courage to rescue her friend from goblins. A girl steps into the world of a book, only to find what it means to be herself. Full of magic and enchantment, these stories celebrate kindness, courage and the importance of being true to yourself. With a foreword by Dr Zoe Williams, NHS GP, TV presenter and health educator.

A star-scattered night, a brand new baby boy, and all the potential in the world… This is a poetic introduction to what it means to be a boy in the challenging times we live in, and all of the dazzlin

Invite your kids into the kitchen this holiday season, with this easy kids' cookbook for ages 8-12!Learning to cook should be as easy and fun as enjoying the final product. Super Simple Cooking for Kids gives kids a taste for kitchen independence (and delicious food!). With 50 simple recipes designed specifically for beginners, this kids' cookbook sticks to the basics, so they can make these recipes with affordable tools and ingredients that are easy to find, and probably already in your kitchen!They'll start by learning how to follow a recipe, how to be safe in the kitchen, and when to ask a grownup to help. Then, pint-size chefs can try simple, delicious recipes for every meal, like Pumpkin Pancakes, Chicken Taquitos, and Baked Ravioli!Simple enough for kids --Dig into 50 tasty recipes that only use 5 to 10 ingredients, so they're easy enough for kids to do mostly on their own--and easy enough to minimize time and mess.Keep it fun-- Handy indicators of each recipe's difficulty let yo

Izzy loved her island. But most of all, she loved Frank the seagull. Izzy and Frank spend blue-sky-sunny days and grey-cloud-rainy days roaming and playing by the sea.But when Izzy has to leave her li

Learn English with this fun course for complete beginners. Simple exercises and lively audio will have you speaking and reading more than 500 words in no time!The perfect introduction to English vocab

From Ashima Shiraishi, one of the world's youngest and most skilled climbers, comes a true story of strength and perseverance--in rock climbing and in life.To a rock climber, a boulder is called a problem, and you solve it by climbing to the top. There are twists and turns, falls and scrapes, and obstacles that seem insurmountable until you learn to see the possibilities within them. And then there is the moment of triumph, when there's nothing above you but sky and nothing below but a goal achieved.Ashima Shiraishi draws on her experience as a world-class climber in this story that challenges readers to tackle the problems in their own lives and rise to greater heights than they would have ever thought possible.