Python machine learning

This book covers machine learning, one of the hottest topics in more recent years. With computing power increasing exponentially and costs decreasing at the same time, there is no better time for mach

Are you stuck in getting started with machine learning with python? A Step-By-Step Guide to Learn and Master Python Machine Learning walks you through steps for getting started with Machine Learning w

本書以案例驅動的方式講解機器學習算法的知識點，並以Python語言作為基礎開發語言實現算法，包括目前機器學習主流算法的原理、算法流程圖、算法的詳細設計步驟、算法實例、算法應用、算法的改進與優化等環節。全書共分 17 章，前兩章介紹機器學習與 Python 語言的相關基礎知識，後面各章以案例的方式分別介紹線性回歸算法、邏輯回歸算法、K *近鄰算法、PCA 降維算法、k-means算法、支持向量機算法

從做中學！淺顯的對話教學！易懂的程式開發！ 帶你逐步學習Python！從簡單的程式設計到人工智慧應用程式開發都體驗得到！ 在你學習Python程式開發原理的同時，也將製作出充滿樂趣的人工智慧應用程式！ 近年來，Python是非常熱門的程式語言，尤其是在人工智慧這個領域上受到大眾的矚目。在網頁開發與資料分析上，Python的使用者數量都在持續上升中。 本書是針對Python新手所設計的書籍，不但可以

Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosyste

本書是《Deep Learning : 用Python進行深度學習的基礎理論實作》的續篇，將延續上一本書，繼續介紹與深度學習有關的技術。本書尤其偏重在自然語言處理及時間序列資料處理上，使用深度學習，挑戰各式各樣的問題。和上一本著作一樣，以「從零開始建構」為概念，詳盡介紹與深度學習有關的先進技術。 簡單來說，自然語言處理是指，讓電腦瞭解我們平常說話內容的技術。事實上，這種自然語言處理技術已經大大改變

Machine Learning with Spark and Python Essential Techniques for Predictive Analytics Second Edition simplifies ML for practical uses by focusing on two key algorithms. This new second edition improves

The Python programming language and its libraries, including pandas and scikit-learn, provide a production-grade environment to help you accomplish a broad range of machine-learning tasks. With this c

★美國亞馬遜青少年電腦科學類書籍暢銷第一名！★學全球最受歡迎Python程式語言，培養108課綱「運算思維」核心能力★全書彩色插圖+流程圖+虛擬程式碼解說，邊玩邊學程式設計！ 從基礎概念、運算思維到實際應用30堂Python創意程式課，掌握程式設計關鍵能力！ 新課綱正式上路，資訊科技教育將以「運算思維」為發展核心，「程式設計」正是實際體現「運算思維」的重要方式之一。

Gain insight into essential data science skills in a holistic manner using data engineering and associated scalable computational methods. This book covers the most popular Python 3 frameworks for bot

※本書適合有Rhino及Grasshopper程式語言基礎讀者本書專為Rhino與Grasshopper軟體的使用者所編寫，探討在Rhino與Grasshopper環境下，撰寫Python程式語言來進行幾何圖形設計方法。以Rhino6裡內建Grasshopper參數建模工具裡的GhPython元件作為主要工具。近年來不斷出現對於現有參數化工具已經無法滿足的使用者，即是當使用者探索完Grasshop

輕鬆愉快的程式語言課開跑囉～～ 你是否還在擔心程式設計跟天書一樣難，也是否還在擔心程式設計這門必修課會修不過？還是說，你還在為閱讀傳統的Python教科書而燒腦中？別擔心，讓我們的秋聲老師來幫助你學習Python這門程式語言。 本書中沒有艱澀的語法，也沒有困難的演算法，只有搞笑片段，然後藉由這些搞笑片段當中你可以一步一步地來學習Python這門程式語言，重點是，這本書不但不填鴨你，而且還可以讓你學

從統計學出發，最實用的Python工具書。◆全書基於Python3.6.4編寫，兼容性高，為業界普遍使用之版本。◆以簡明文字闡述替代複雜公式推導，力求降低學習門檻。◆簡單易懂，理論完整，案例詳盡。◆包含AI領域熱門的深度學習、神經網路及統計思維的數據分析，洞察市場先機。Python，是當今大數據時代下最為流行的編程工具之一；資料分析，則是在科學研究中日益重視的環節。當開源語言的便利性，遇上統計思維

從如何獲取、掌控、探索、預測與溝通資料認識現代資料科學應用您已經具備Python或R語言基礎程式設計能力，卻不曉得該如何應用所學來撰寫網頁爬蟲、連結資料庫、清理資料、資料視覺化或者機器學習嗎？這是為您量身打造的一本進階應用書，您將在本書找到用Python和R語言實踐前述這些迷人資料科學應用場景的實作範例！●用語平易近人、淺顯易讀●有效提升就學、研究與求職的即戰力●適合閱讀本書的讀者：已經能嫻熟使用

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

「TQC+ 程式語言Python 3」係為TQC+ 軟體設計領域之程式語言認證能力鑑定，以實務操作方式進行認證，評核符合企業需求的新時代專業設計人才。亦為考核「程式設計專業人員」必備專業技能之一。 本書遵循專業考科「TQC+ 程式語言Python 3」技能規範架構撰寫，符合鑑定的命題趨勢。 1.內容淺顯易懂，結合理論與實務，達到技術的傳承及表達，符合實務運用需求。 2.採由淺入深之安排，適合相關科

「TQC+ 網頁資料擷取與分析Python 3」係為TQC+ 軟體設計領域之程式語言認證能力鑑定，以實務操作方式進行認證，評核符合企業需求的新時代專業設計人才。亦為考核「程式設計專業人員」必備專業技能之一。1.內容淺顯易懂，結合理論與實務，達到技術的傳承及表達，符合實務運用需求。2.涵蓋知識觀念和範例練習，作為培養網頁資料擷取與分析Python 3能力之最佳讀本。3.本書分成五個部分，包含「Pyt

亞馬遜網路書店★★★★★5顆星評價類神經網路的最佳入門指南透過淺顯的數學知識逐步理解類神經網路的運作原理輕鬆使用Python自行開發類神經網路類神經網路是人工智慧領域中的關鍵技術之一。然而，真正了解類神經網路運作原理的人卻是少數。本書作者以輕鬆的口吻寫作，循序漸進地介紹類神經網路中所用到的數學、運算思維及其概念，以及說明如何使用Python開發類神經網路。內容嚴格限定在實作類神經網路的必需知識，可

"This book identifies the role of digital technology in personalized learning, brings together research in personalized learning with a focus on cognitive, affective and metacogntive functionality of

Gain insights into image-processing methodologies and algorithms, using machine learning and neural networks in Python. This book begins with the environment setup, understanding basic image-processing terminology, and exploring Python concepts that will be useful for implementing the algorithms discussed in the book. You will then cover all the core image processing algorithms in detail before moving onto the biggest computer vision library: OpenCV. You’ll see the OpenCV algorithms and how to use them for image processing. The next section looks at advanced machine learning and deep learning methods for image processing and classification. You’ll work with concepts such as pulse coupled neural networks, AdaBoost, XG boost, and convolutional neural networks for image-specific applications. Later you’ll explore how models are made in real time and then deployed using various DevOps tools. All the concepts in Practical Machine Learning and Image Processing are explained using r

Create AI applications in Python and lay the foundations for your career in data scienceKey FeaturesPractical examples that explain key machine learning algorithmsExplore neural networks in detail wit

Mia goes up against a mighty robot in this sixth adventure of the Mia Mayhem chapter book series!Mia’s best friend, Eddie, has built an awesome robot that’s supposed to be a mighty cleaning machine! A

此套書包含以下集數：#6: Sam Battles the Machine! (9780545873789)#7: Classes Are Canceled! (9781338181807)#8: The Hall Monitors Are Fired! (9781338181883)#9: Art Show Attacks! (9781338181975)#10: The End of Orso

Professor Volt's first time machine somehow made it to the present and must be escorted back in time as soon as possible, before it alters the course of history!

本書以條列式介紹常用的 python 語法，避免冗長文字陳述，使你能快速抓住重點，縮短語法學習的時間，即使重新閱讀時也能很快回復記憶。然而，程式語法不等於程式設計，撰寫程式首先要有明確的解題步驟，才能由之轉為程式碼。若沒有解題步驟，縱使有滿肚子的程式語法，也無法完成程式設計。程式設計之所以讓許多人學而無功，往往是因為忘了在程式設計過程中利用數學。許多程式問題表面上看不到數學，但並不表示數學不存在，

Help fourth grade students improve their spelling skills with fun and effective daily practice activities.180 Days of Spelling and Word Study:Focuses on 15 words each week with memorable and repetitive daily activitiesBuilds students confidence in spelling with independent learning activities focusing on spelling rules, patterns, and vocabularyMakes at-home learning, whole class instruction, or small group support, quick and easyIncludes standards-based activities, easy to follow instructions, and an answer key to quickly assess student understandingParents appreciate the teacher-approved activity books that keep their child engaged and learning. Great for homeschooling, to reinforce learning at school, or prevent learning loss over summer.Teachers rely on the daily practice workbooks to save them valuable time. The ready to implement activities are perfect for daily morning review or homework. The activities can also be used for intervention skill building to address learning gaps.

Business analysts, managers, researchers, and students are rushing to master powerful machine learning techniques for improving decision-making and scaling analysis to immense datasets. Machine Learni

An exciting new workbook series that blends traditional exercises with hands-on activities.Tinker, make, and engineer to learn through play! With TinkerActive Workbooks, learning leaps off the page an

Learning the importance of kindness is as easy as A-B-C with this sweet board book.A is for all of us be everyone’s friend.B is for believing things will turn out well in the end.C is for being caring

Explore the world with Princess Truly!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a sho

It's bedtime for this cranky crab!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-s

首刷隨書附贈CKS去漬寶紅酒、紅茶、醬油、果汁、巧克力等通通擦乾淨本書內含◎10大關卡coding練習題 ◎QR彩蛋魔王題◎獨家設計角度圓盤◎多功能「越練越聰明」筆記本從遊戲中學編碼 進階版◎結合108課綱，創造多元探索◎培養高階邏輯思考訓練的能力◎從紙上遊戲接軌Micro.bit、Scratch、Python本書將讓孩子學會￭ 0、 1與編碼的概念￭ 迴圈的運用￭ 逆向思考

Toddlers learn skills for being patient that make waiting easier for everyone.Toddlers live in the moment. When they want something, they want it now. But learning self-control and delayed gratificati

Magical friends Unicorn and Yeti love to share!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read te

Every day in Mr. Wolf's class is an adventure... even when you have to stay home from school!Mr. Wolf's students are having a "writer's workshop" and are learning about personal narratives. Sampson do

Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and

Puzzled by past tenses? Confused by comparatives? This clearly structured and beautifully presented workbook is packed with grammar practice activities that make learning English grammar incredibly ea

In this novelty board book series, toddlers are invited to pull, roll, slide tabs and lift flaps while learning first words on avariety of subjects. Slide a panel and see a sand castle, or what kind o

Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and