Python machine learning

Pull the tabs to help Spot get ready for a Easter in this fun-filled board book!It's Easter, and Spot is so excited!Toddlers will love pulling the tabs to help him make Easter crafts, do some yummy baking, and join in on an Easter egg hunt, before his special guests arrive - Grandma and Grandpa!Eric Hill's Where's Spot was the first ever lift-the-flap book – and his groundbreaking innovation continues to delight and surprise readers with interactive fun. Spot has now been a trusted character in early learning for over 40 years, selling over 65 million books worldwide. More Easter Spot stories:Spot's Easter FunSpot's First EasterSpot's Easter BasketSpot's Easter Egg Hunt

'An incredible read. I laughed, I cried and my heart was truly touched by this beautifully written true story of hope and humanity at its best.' Rosemary Conley CBE'An extraordinary story. Truly Inspirational' Tim Vine An astonishing story of kindness, self-learning, pain, unbelievable hope and the sheer power of love to change a life. Christmas 1975 and Queen's 'Bohemian Rhapsody' is riding high in the charts. In a residential street just outside Cardiff, a persistent knocking breaks the stillness of the evening ... When Rob Parsons, a young lawyer, opens his door he finds a man standing before him clutching a bag of belongings and a frozen chicken. Rob and his wife, Dianne, invite him into their home, cook his chicken and offer him shelter for the night. What happens next is an astonishing story of human kindness, self-learning, incredible pain, unbelievable hope and the sheer power of love to change a life. A Knock at the Door is the true story of Ronnie Lockwood, a homeless man

A stunning casebound baby board book by international bestseller Jon Klassen!A perfect story for young truck-enthusiasts, kids learning their first words and as a bedtime read-aloud, Your Truck is a must-have introduction to reading for a new baby, new parents or to gift at baby showers and birthdays.Your truck is red, but it could be other colours, too. It can carry things around, like a chair and table, a dog or a horse. It will wait for you until you tell it to go, then it will go wherever you want, as far as you want, whenever you want. At the end of the day it will sleep, and you can sleep, too.

Dani is probably the happiest person she knows. She's happy because she's going to start school. Dani has been waiting to go to school her whole life. Then things get even better--she meets Ella by the swings. After that, Dani and Ella do everything together and become best friends. But then something happens that Dani isn't prepared for.This New York Times Notable Book is a perfect first chapter book for children aged five and up, full of relatable experiences and social-emotional learning. Every page features lively, sensitive drawings from one of the world's great illustrators."If only all early chapter books were this beautifully conceived." New York Times Book Review"Spare, lyrical prose. ...emotionally astute and often endearingly funny." Starred review, Publishers Weekly"A quietly compelling book for young readers." Starred review, Booklist

本書是一本旨在通過並置比較多門編程語言，並借助AI幫助讀者學習掌握多門編程語言的書籍。書中結合 Python、C、C++ 和 C# 四種語言的特點，探討了它們在不同領域中的應用，以對比學習的方式，幫助讀者迅速掌握這些編程語言的基礎和進階技能。本書的主要內容包括：對四門編程語言的基本語法、數據類型、數據結構、控制結構、函數方法、面向對象編程，以及指針等基礎知識的詳細介紹；通過實際應用開發示例，幫助讀者理解如何將編程語言的知識應用到現實項目中。本書強調通過實際編程練習加深理解，並借助AI工具(如ChatGPT和DeepSeek)的輔助，進一步提高學習的效率，從而使編程變得更加高效和便捷。書中還討論了學習多門編程語言的優勢，特別是在跨學科領域中的重要性，強調了AI技術能夠使學習過程更加直觀和便捷，但同時也指出，只有打好編程語言的基礎，才能更有效地利用 AI 完成複雜的任務。本書適合初學者和想技能提升的讀者，尤其是那些希望掌握多種編程語言並將其應用到實踐中的專業人士，且更加適合已經掌握了一門編程語言，想學習其他語言的學習者。

本書以智能製造系統為研究對象，深入闡述了AnyLogic系統仿真與製造業深度融合的理論框架、關鍵技術及實踐應用。全書共分為三部分：第一部分剖析智能製造系統的技術架構與發展脈絡，涵蓋工業互聯網、數字孿生等核心技術的創新實踐；第二部分聚焦仿真案例操作，基於AnyLogic軟件平臺實現作業車間、太陽能電池板生產線、鉛酸電池無人生產線、物料庫、智能分揀中心以及供應鏈等工業場景的系統建模與仿真；第三部分探索前沿技術的深度融合，包括Python擴展、強化學習算法集成及GPT自然語言交互，提供智能製造系統建模與仿真的應用與發展新範式。

本書基於Python與Pytorch對人工智能算法基礎知識與實戰應用進行了介紹，主要包含兩部分內容。第一部分為人工智能算法知識的相關理論介紹，主要包含：人工智能的線性代數基礎、概率統計基礎、數據分析基礎、機器學習基礎以及深度學習基礎。對機器學習中的回歸、聚類以及分類等經典算法進行了介紹。對深度學習中的卷積、循環、Transformer等深度學習網絡在計算機視覺與自然語言中的應用，以及大模型與微調相關的內容進行了介紹。第二部分為基於Python與Pythoch的人工智能算法實戰案例應用，主要介紹：數據的預測回歸分析案例；數據無監督學習中的聚類、降維以及關聯規則案例；數據有監督分類模型的應用案例，以及深度學習中圖像分類、圖像語義分割、圖像遷移學習、自然語言聚類與分類等經典算法的實戰案例。本書為讀者提供了Notebook形式的源程序和使用的數據集，方便讀者邊學邊實踐。本書適合數據分析、機器學習、人工智能以及大數據領域的工程師學習，也可用作高等院校相關專業的教材及參考書。

深度學習是人工智能的核心技術，涉及的內容十分廣泛。本書涵蓋深度學習的基礎知識，主要包括卷積神經網絡、目標檢測、語義分割、循環神經網絡、生成對抗網絡、注意力機制、大模型基礎、圖神經網絡等核心的深度學習技術。在此基礎上，本書利用華為的Mindspore框架、ModelArts和香橙派等系統，還設計了綜合的深度學習實驗。本書深入淺出、內容全面、案例豐富，並提供了Python程序代碼和習題，供讀者鞏固所學知識。此外，本書還為讀者提供配套的課件和微課視頻。本書適合作為高等院校本科生、研究生的深度學習課程的教材，也可作為對深度學習感興趣的研究人員和工程技術人員的參考資料。

從一些經典的益智遊戲或挑戰出發，見識(熟悉)和體會計算思維(主要是其中的邏輯思維和算法思維)的若干觀念和要點，是本書編寫的初衷和追求。本書挑選了32個遊戲或挑戰，實現學習和體會計算思維觀念和要點的目標。它們本身相互獨立，讀者可以任意順序閱讀，沒有前後依賴關係。問題是指對該遊戲的一般化推廣，即“泛化”，在分析的基礎上總結數學原理，進而形成算法和程序(主要是Python代碼)，實現面向問題求解、提煉和展示計算思維要點的融會貫通。本書既可以作為數學或算法方面的普及讀物，也可以作為高校學生“計算思維”課程的教材，還可以作為中小學生信息技術課程或者編程課程的參考資料。

Enhance your introduction to marketing learning with Boone/Kurtz' best-selling CONTEMPORARY MARKETING, 20th Edition. The new chapter format and Assessment Checks ensure your effective understanding of the material. The inclusion of real-life company case studies, featuring Meta, Simon Property Group and Misfit Market, provide practical examples that deepen your understanding of marketing and demonstrate how concepts are applied in the real world. This fresh perspective helps you develop practical skills used by marketing professionals. Additionally, MindTap online learning provides access to assignments, case activities, practice quizzes and flashcards to reinforce your understanding. These resources support your course success to ensure you are well-prepared for a successful marketing career equipped with a solid foundation and a competitive edge.

本書在介紹實用統計學基本概念、基礎理論、基本問題處理方法的基礎上，分別在SPSS 和Python 上對照處理實用統計問題。本書內容共分為9 章，涵蓋了概率論基礎、統計學基本概念、參數估計、參數假設檢驗、回歸分析、方差分析與協方差分析、非參數假設檢驗、相關與秩相關分析、分類數據分析。本書可作為非數學類專業本科高年級學生的選修課教材或作為非數學類專業碩士研究生的數理統計教材，也可作為數理統計應用工作者的參考書籍。