Python machine learning

快樂寫程式 輕鬆學Python市面上唯一一本全彩圖解，以豐富的插圖、輕鬆的文字、精心編排的簡單步驟，帶領讀者體驗輕鬆學會Python的學習樂趣。這本書設計了許多精彩、有趣的範例程式，帶你開發出讓人玩不停手的瘋狂遊戲、破解棘手的程式碼，以及製作巧妙的益智問答遊戲。本書能協助你熟悉程式技巧，從範例專案起始，引領你建立及改寫程式碼，進而創造屬於自己的專案。完全沒學過程式設計的讀者真的不用擔心，只要從本書

Are you learning English as a second language?Everything you need is included in English for Everyone: Level 4: Advanced, Course Book — it's a grammar book, vocabulary builder, and exercise course all

Scholastic Discover More is a revolutionary new nonfiction line pairing stunning print books with corresponding interactive digital books that extend the learning online.THE ELEMENTS unlocks a free 64

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

文理組都能成功自學 AI 程式理論與實作並用，打造穩固的深度學習基礎本書內容改編自第 14 屆 iThome 鐵人賽 AI & Data 組的佳作系列文章《新手也能懂得 AI - 深入淺出的 AI 課程》。本書將以 AI 人工智慧的圖像與文字兩大領域應用為主軸，並對目前熱門的技術進行深度解析，內容範圍廣闊，涵蓋了辨識、生成和預測等技術。在閱讀本書的過程中，讀者不但會學習到基礎理論，同時也會進行程式撰寫訓練，並從實作練習加深對理論的理解與記憶。本書提供了一條 6 階段的人工智慧學習之路，從基本 Python 程式、爬蟲技術打好基礎，接著正式引領你進入 AI 人工智慧，了解深度學習模型的運作原理，並且跟著實作範例從無到有寫出 AI 程式，最後還能學會將 ChatGPT 串接到 LINE Bot，打造智慧個人小幫手。在這本書中，你將認識到各種常見的深度學習模型，包括 DNN、RNN、CNN，搭配適合初學者的 Keras、PyTorch、NumPy 等強大函式庫，讓你可以輕鬆打造阿拉伯數字辨識模型、股票趨勢預測圖，建立文章摘要，以及使用預訓練模型來強化模型的辨識能力。四大重點🚩 內容由簡入深從簡易入門，逐步理解人工智慧🚩 打通 AI 技能學習不同 AI 專案，將程式應用於生活🚩 全方面教學不需要程式基礎，從零開始寫程式🚩 理論結合實作理論與程式並重，會寫也會玩 AI目標讀者● 對於人工智慧懷抱熱情，但是毫無程式經驗的新手● 希望能夠快速習得並累積人工智慧程式專案經驗的工程師● 剛踏入人工智慧領域的學生和研究者● 需要結合人工智慧，用於特定應用領域的專業人士專業推薦「如果您正在尋找一本全面且深入的人工智慧學習資源，這本書絕對值得一讀。它提供了結構良好的學習路徑，使您能夠從基礎到高階的技術水平不斷進步。此外它以自學為導向，使您能夠更好地理解和應用所學知識，這對於成功應用人工智慧技術至關重要。無論您的學習目標如何，這本書都是一個出色的起點。」──── 李俊宏 │ 國立高雄科技大學 電機工程系 資通組教授

We live in strange times. A machine plays the strategy game Go better than any human; upstarts like Apple and Google destroy industry stalwarts such as Nokia; ideas from the crowd are repeatedly more

If the universe is aimless, how do selves and aims emerge? Why do living beings have aims when inanimate things do not? Current science encourages us to reject the ghost-in-the-machine explanation—tha

The Roman army was the greatest fighting machine in the ancient world. More than that, it was the single largest organization in Western antiquity, taking in members from all classes, from senators to

★在美國，編程已進入幼兒園和中小學課堂，是備受歡迎的課程之一。★在英國，編程被列入國家教學大綱，成為6～15歲孩子的必修課。★在芬蘭，編程理念融入了小學的各門課程，孩子們可以隨時隨地學編程。★在中國，北京、浙江、山東、江蘇、重慶等地已將編程納入中小學課程體系。在信息時代，編程已成為新的世界語言，像聽、說、讀、寫、算一樣，是孩子必須掌握的技能。Python 是當前熱搜排名前列的程序設計語言，穀歌、臉書、NASA都在使用，也是孩子在Scratch等可視化編程啟蒙之後，進階學習編程的不二選擇。從我們日常生活中的搜索引擎、社交平臺、打車軟件，到人工智能、航天任務……它功能強大、應用廣泛。本書從零開始，通過好玩的遊戲、應用程序等製作實例，讓孩子輕鬆掌握Python編程技巧。創作巧妙的密碼生成器，設計可愛的屏幕小寵物……充分鍛煉孩子解決問題和自主探索的能力，用獨立思考迎接未來的挑戰，實現自己的無限創意！

Words No Bars Can Hold provides a rare glimpse into literacy learning under the most dehumanizing conditions. Deborah Appleman chronicles her work teaching college- level classes at a high- security p

The vast, and vastly influential, American military machine has been aided and abetted by cinema since the earliest days of the medium. The US military realized very quickly that film could be used in

In addition to "Master Race,” this volume includes “The Flying Machine” (based on a story by Ray Bradbury). Other stories include: “Slave Ship,” an unpublished science fiction tale that was only disco

Providing a sweeping millennium-plus history of the learned book in the West, John Willinsky puts current debates over intellectual property into context, asking what it is about learning that helped

At its most basic, philosophy is about learning how to think about the world around us. It should come as no surprise, then, that children make excellent philosophers! Naturally inquisitive, pint-size

At its most basic, philosophy is about learning how to think about the world around us. It should come as no surprise, then, that children make excellent philosophers! Naturally inquisitive, pint-size

Horses and Foals tells you everything you want to know about horses, from growing up to learning about different breeds, what jobs they do, how we care for them and so much more. Horses and Foals is p

At its most basic, philosophy is about learning how to think about the world around us. It should come as no surprise, then, that children make excellent philosophers! Naturally inquisitive, pint-size

English for Everyone is an exciting and comprehensive self-study course for adults learning English as a foreign language. This course is a unique new series with a visual, engaging, and easy to follo

Fully updated throughout, this call-by-call, easy-to-read guide helps pilots become experts at radio communications. The Pilot's Radio Communications Handbook, Sixth Edition assists pilots in learning

When it comes to learning grammar, the best way is to JUST DO IT!For learning grammar, you'll find the most success in retaining your skills through drills, drills, and more drills. Spanish Grammar Dr

When it comes to learning grammar, the best way is to JUST DO IT!For learning grammar, you'll find the most success in retaining your skills through drills, drills, and more drills. French Grammar Dri

When it comes to learning grammar, the best way is to JUST DO IT!For learning grammar, you'll find the most success in retaining your skills through drills, drills, and more drills. Italian Grammar Dr

想要累積、擴充你的中文字庫？每日一字，每天好好學一個漢字吧！手持大小的隨身書，讓你輕鬆攜帶隨身閱讀。每天認識一個漢字，及其字形演變、筆順、解釋、相關詞例，天天累積，打好漢字基礎。 Having problems building up your vocabulary of Chinese characters ?You can do it by learning one character a d

“美國少年學霸 筆記”系列圖書是一套時尚有趣的通識教育讀物。它把在校園裡悄悄流傳的學霸們的學習筆記收集起來，再由 的老師（美國 和州立年度 教師獲得者）審定補充並 終出版成書，出版後備受美國讀者的歡迎與喜愛。該系列圖書通過時下流行的手賬形式，系統清晰地梳理了每門學科的核心概念和知識架構，在嚴肅的知識中穿插了好玩的生活實例、漫畫和圖表，語言淺顯幽默，能幫你輕鬆構建牢固有序的知識系統，培養提煉要點、梳理信息的能力。書中體現的思維方式和有趣創意，也能幫你養成科學、創新、開放的思維方式。讓學習變得 有趣，相信這套書能幫你成就 聰明的自己！你擔心機器人會統治世界嗎？你知道為什麼我們能通過手機掃碼付款、觀看視頻和通話嗎？用3 個整數數字隨機組合可以表示出1600萬種顏色，這是如何做到的呢？航天飛機的系統包含40 萬行代碼，而新型小汽車的系統包含了1 億行代碼，原來“上天”竟然比在地上跑還容易嗎？本書將向讀者展示一個多彩的計算機與編程的趣味樂園，從計算機基本常識入手，由淺入深地介紹了與計算機相關的核心知識，從硬件到軟件，從使用者視角到開發者視角，直至學習易於入門的Scratch編程、Python 編程和Web 開發。筆記的形式讓內容 生動、重點 突出，配以圖表、趣味卡通圖案、詳細的例子講解和章節練習，便於讀者理解、掌握書中知識，提高動手能力，讓計算機與編程學習變得簡單、輕鬆。

Brandeis University is the United States' only Jewish-sponsored nonsectarian university, and while only being established after World War II, it has risen to become one of the most respected universit

縱觀科技領域裡為世界作出偉大貢獻的人，從夢想改變世界到真正改變世界，啟蒙的種子往往來自他們童年時“貪玩”且好奇的心，繼而用“編程”澆灌它茁壯成長。“玩著學編程”系列叢書就是這樣一本站在未來看現在的啟蒙讀本，以精美可愛的插畫、完整的世界觀構建了一座腦洞大開的“未來城市”。在那裡，你既是遊戲裡的“頭號玩家”，也是各個關卡的“創始人”。在玩的過程中，你不僅能夠將“變量”“函數”“列表”等編程知識內化，更

If you’ve got some money in the bank, chances are you’ve never seriously worried about not being able to withdraw it. But there was a time in the United States, an era that ended just over

★搶先了解如何玩！ 蘋果創辦人 史提夫‧賈伯斯、微軟創辦人 比爾‧蓋茲、臉書創辦人 馬克‧祖克伯和美國前總統 巴拉克‧歐巴馬??都大聲疾呼：「每個孩子都該學coding！」 世界各國都將coding列入中小學教育的一環，其重要性不容小覷！ 什麼是coding？ Coding就是編寫程式語言，讓電腦依據邏輯性指令執行任務。 為什麼學coding很重要？ 因為不論是電腦軟體、手機AP

你對電腦遊戲與動畫感興趣嗎？你想不想設計出屬￿自己的程序？每個新手程序員都需要《英國中小學生STEAM課程讀本‧編程很簡單》。本書採用彩色插圖與清晰的步驟說明相結合的方式，讓編程變得通俗易懂，即使是初學者也能愉快學習。從編程基礎知識到充滿樂趣的項目，本書將向你展示如何使用兩種不同的編程語言――Scratch和Python構建電腦遊戲與動畫。Scratch是美國麻省理工學院開發的可視化少兒編程工具，非常適合編程入門。它把編程變得像搭積木一樣簡單，教會初學者編程的關鍵――思維方式。Python是一種功能強大的高級編程語言，可以編寫許多不同類型的程序。它的語法簡單，代碼易於閱讀和學習。它已然成為數據分析和人工智能開發的主流編程語言。

Are you a beginner learning English as a second language?Everything you need is included in this book — it's a grammar book, vocabulary builder, and exercise course all in one. Learn to engage in ever

One of the leading popularisers of classical learning in the nineteenth century, Thomas Bulfinch made the myths and legends of the ancient and medieval world available to American audiences through hi

[真的可以跟著做的貝氏統計書]貝氏統計因 AI 機器學習的發展而再度翻紅，其核心是利用統計推論的方法，在觀測到新證據或取得新資訊時，利用科學方法循環更新先前假設的機率，非常適合只能依據僅有的且不夠完整的資訊進行假設評估的技術。目前廣泛應用於機器學習、深度學習、資料科學、大數據分析等領域。正經八百的念經書只會讓人想睡覺，而本書很不一樣，作者依其自身的（慘痛）經歷規劃出這本神奇之書，隨時與學習者站在一起，將腦海經常冒出來的疑問，以豐富的圖表、實作輔助並提供許多參考資源的問答方法呈現。對於重要觀念與公式，也用不同顏色標示（對了！本書是彩色書，灑花），不斷的前後呼應提醒，才不會讀到後面卻忘了前面，進而確實掌握貝氏統計的精髓。本書討論到 MCMC （馬可夫鏈蒙地卡羅法）之處尤其精彩，一般貝氏書籍或網路文章只講理論或舉個簡單例子交代一下就完事了，而本書是實實在在的帶領讀者一遍一遍的演練，落實從做中學的精神。對於想瞭解貝氏統計的各領域專業人員，包括機器學習、深度學習、生命與醫學、心理學、公共衛生、商業數據分析等，都是淺顯易懂的好書。也適合學習統計、人工智慧相關領域大學高年級與研究所程度的學生。本書特色: 由施威銘研究室監修內容，適時補充編註與譯註，幫助讀者確實理解內容。貫徹『講七遍、做二十一遍』的精神，真正從做中學會的就不會忘記。本書厚達六百多頁，為考慮到學習的便利性與舒適性，採用全彩印刷容易分辨重點、並以軟精裝裝訂可攤平閱讀。額外提供原文書也沒有的書中分佈函數 Python 程式碼下載，可自行修改參數觀察函數圖形變化。

Our Course Book (Level 1) is a great reference guide to introduce English for beginners including key language skills, grammar, and vocabulary. Ideal for English test preparations or ESL lesson plans, the Course Book uses visual teaching methods to introduce the English language, reinforced through a variety of exercises and examples when used alongside our Practice Book (Level 1). From introducing yourself and talking about your home, city, and hobbies to expanding your vocabulary and understanding grammar rules, this is a completely comprehensive introduction to learning English. Whether you are looking for ESL teaching materials, or a structured program for adults to learn English as a second language, the English for Everyone Course Books provide: - Sample language examples: New language topics are introduced in context using clear, illustrated, and color-coded explanations - Supporting audio: Extensive English-speaking audio materials integrated into every unit, giving vital oral