Python

Data Science and Analytics with Python is designed for practitioners in data science and data analytics in both academic and business environments. The aim is to present the reader with the main conce

Are You Interested In Learning Python? Would You Like To Know The Secrets To Programing? Want To Master The Basics Of Python Programming? Yes, this is the perfect book for you to get started with thi

Learn the art of programming coding skills with power of python and practical tacticsWhat if there a practical guide to teach you the art of programming and coding skills? this book is powerful and ea

本書將帶你進入預測分析的世界，通過演示告訴你為什麼Python是世界頂尖的資料科學語言之一。如果你想詢問更深入的資料問題，或是想增進、拓展機器學習系統的能力，這本實用的書籍可謂是無價之寶。書中涵蓋了包括 scikit-learn、Theano和Keras在內的大量功能強大的Python庫，操作指南以及從情感分析到神經網路的各色小技巧，很快你就能夠解答你個人及組織所面對的那些最重要的問題。

This research monograph provides the means to learn the theory and practice of graph and network analysis using the Python programming language. The social network analysis techniques, included, will

機器學習與預測分析正在改變企業和其他組織的運作方式，本書將帶領讀者進入預測分析的世界。全書共13章，除了簡要介紹機器學習及Python在機器學習中的應用，還系統講述了資料分類、資料預處理、模型優化、集成學習、回歸、聚類、神經網路、深度學習等內容。本書將機器學習背後的基本理論與應用實踐聯繫起來，通過這種方式讓讀者聚焦于如何正確地提出問題、解決問題。本書講解了如何使用Python的核心元素以及強大的機

本書從Python的安裝開始，詳細講解了Python從簡單程式延伸到Python網路爬蟲的全過程。本書從實戰出發，根據不同的需求選取不同的爬蟲，有針對性地講解了幾種Python網路爬蟲。 本書共8章，涵蓋的內容有Python語言的基本語法、Python常用IDE的使用、Python第三方模組的導入使用、Python爬蟲常用模組、Scrapy爬蟲、Beautiful Soup爬蟲、Mechanize

The compact book takes you through the basics of the Python language and lets you experience first hand PyGame, a Python module that allows you to create fast-paced video games with great graphics and

In Python Recipes, you'll learn the code to write algorithms, numerical computations, data analysis and much more: look up and re-use the recipes for your own Python coding.Python Recipes gives you th

Invent Your Own Computer Games with Python will show you how to make classic computer games in Python, even if you've never programmed before. Each chapter introduces a new game as well as step-by-ste

Python是一種帶有動態語義的、解釋性的、面向對象的高級編程語言。其高級內置數據結構，結合動態類型和動態綁定，使其對於敏捷軟件開發非常具有吸引力。同時，Python作為腳本型（膠水）語言連接現有的組件也十分高效。Python語法簡潔，可讀性強，從而能降低程序的維護成本。不僅如此，Python支持模塊和包，鼓勵程序模塊化和代碼重用。

Learn Python Programming Fast, Easily And In A Fun Way, Starting From The Basics And Become An Expert In No Time! If You Are New To Python Programming And Want To Start From A Solid Foundation.. This

Python是一門強大、快捷的編程語言。本書採用了即學即用的方式講解Python.全書主要包含Python語言知識以及大數據使用的numpy、pandas、pytables；Web編程框架web.py；操作postgresql數據庫。讀者在學完一章的基礎知識之後，可繼續研讀本章的高級話題，從而達到立即應用的目的。本書特別適合軟件開發人員和數據分析工程師閱讀，也可用於高等院校計算機教學。

Integrating Python with Leading Computer Forensic Platforms takes a definitive look at how and why the integration of Python advances the field of digital forensics. In addition, the book includes pra

Geospatial data is hard to ignore. Nearly every car, phone, or camera has a GPS sensor, and aerial photos, satellite imagery, and data representing political boundaries, roads, rivers, and streams are

Build your first interactive map and build location-aware applications using cutting-edge examples in PythonAbout This BookLearn the full geo-processing workflow using Python with open source packages

This fine book shows you how to build fun, cool arcade games using the Python programming language and the PyGame framework, a Python-based game application development engine. Use Python and Py

Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analytics About This Book Leverage Python's most powerful open-source libraries for deep learning, data wr

A practical, scenario-based tutorial, this book will help you get to grips with machine learning with Python and start building your own machine learning projects. By the end of the book you will have

本書主要針對電腦基礎比較薄弱的Python語言初學者，力圖使用通俗易懂和深入淺出的語言風格闡述Python的基本概念。在對Python建立基本概念的前提下，循序漸進地引導讀者學習Python版本的選擇、不同平臺下Python開發環境的搭建、Python基本的語法，並最終使讀者可以利用Python實現一些簡單的應用開發。本書主要適用於沒有Python基礎的初學者，包括但不限於具有硬體背景的工程師、非

If you are a quality testing professional, or a software or web application developer looking to create automation test scripts for your web applications, with an interest in Python, then this is the

Programming Google App Engine with Python teaches intermediate and advanced web developers how to build infinitely scalable applications with App Engine. Like Amazon's EC2, App Engine lets companies "

If you want to learn how to program in Python, but don't know where to start read on. Knowing where to start when learning a new skill can be a challenge, especially when the topic seems so vast. Ther

For end-users of bioinformatics databases and tools, this book explains how to independently manage large biological data sets with Python. It covers basic aspects of computer usage as well as the sim

"A chronological listing of the members of the British comedy group Monty Python, both as a group and individually. Coverage spans between 1969 (the year Monty Python's Flying Circus debuted) and 2012

"Open source and easy to use, Python offers the availability of exciting libraries of software, application programming interfaces, and even connections to web services. This textbook uses Python as a

A practical, scenario-based tutorial, this book will help you get to grips with machine learning with Python and start building your own machine learning projects. By the end of the book you will have

This book is written in a helpful, practical style with numerous hands-on recipes and chapters to help you save time and effort by using Python to power ArcGIS to create shortcuts, scripts, tools, and

This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries, including PyLab. It provides student

No one working today in Middle English studies or in period-related film and/or documentary can proceed untouched by Terry Jones' thought-provoking views. Through films such as Monty Python and the Ho

您將從《深入淺出 Python（中文版）》學會什麼？ 你想過可以通過一本書就學會Python嗎？《Head First Python（中文版）》超越枯燥的語法和用法手冊，通過一種獨特的方法教你學習這種語言。你會迅速掌握Python的基礎知識，然後轉向持久存儲、異常處理、Web開發、SQLite.數據加工和Google App Engine。你還將學習如何為Android編寫移動應用，這都要歸功于

If you are new to programming with Python and are looking for a solid introduction, this is the book for you. Developed by computer science instructors, books in the "for the absolute beginner" series

A Private Word to the ReaderYou are currently holding in your hand . . .. . . well, actually, God knows what you are holding in your hand, you are after all adults, and what you hold in your own right

An excellent supplement to Computer Science Illuminated, as well as a superb primer, Computer Science: The Python Programming Language offers a clear introduction to this user-friendly language. This

演算法圖解原理 x Python實作 x 創意應用王者歸來(全彩印刷)☆☆好評熱銷再上市☆☆本書內容★★★★★【國內第1本演算法 + 創意實作】★★★★★★★★★★【彩色圖解演算法】【Python創意程式】★★★★★★★★★★【約700張彩色圖片+ 296個創意應用】★★★★★這是一本使用Python從零開始指導讀者的演算法入門書籍，閱讀本書內容，讀者可以學會下列知識的創意與潛在應用：◎演算法基本觀念　★ 主要內容：時間複雜度、空間複雜度　☆ 創意應用：一個要計算8411億年的程式◎陣列與鏈結串列　★主要內容：陣列、單向(雙向)鏈結串列、循環鏈結串列　☆創意應用：客戶資料管理、庫存管理系統、瀏覽器歷史記錄管理系統、音樂播放管理、醫療排隊系統◎佇列(Queue)　★主要內容：插入、讀取、串列模擬佇列　☆創意應用：模擬銀行排隊系統、生產者 - 消費者、網路封包處理、網站爬蟲的URL管理◎堆疊(Stack)　★主要內容：堆入push、取出pop、認識堆別在函數呼叫的角色　☆創意應用：模擬銀行排隊系統、生產者 - 消費者、網路封包處理、網站爬蟲的URL管理◎二元樹(Binary Tree)　★主要內容：建立、讀取、前序(中序與後序)遍歷二元樹　☆創意應用：表達式樹、家譜樹、網頁導航樹、遊戲AI決策樹◎堆積樹(Heap Tree)　★主要內容：建立、取出、刪除、最小(最大)堆積樹　☆創意應用：線上遊戲得分排行榜、物流中心的貨物調度、醫院緊急情況處理系統、電商平台推薦系統設計、多任務處理最短作業優先調度◎雜湊表(Hash Table)　★主要內容：雜湊表與陣列、效能分析、模組　☆創意應用：電影評分系統、電子郵件垃圾過濾器、社交媒體標籤系統、網頁瀏覽記錄、簡單的快取系統◎排序　★主要內容：泡沫、雞尾酒、選擇、插入、堆積樹、快速與合併排序　☆創意應用：社交媒體貼文按讚數排序、任務排序、KTV點播次數排序、影評排序、旅館價位排序◎數據搜尋　★主要內容：順序、二分搜尋、搜尋最大值　☆創意應用：順序搜尋商品庫存、二分搜尋法查詢書籍、順序搜尋電子郵件黑名單、書籍搜尋使用二分搜尋法◎回溯演算法　★主要內容：走迷宮、迷宮設計與堆疊　☆創意應用：排列組合、密碼生成、圖的著色、任務分配、走迷宮◎從遞迴看經典演算法　★主要內容：河內塔、八皇后、碎形、VLSI設計費波納契數列　☆創意應用：費波納契數列

⊙循序漸進紮實基礎：從核心概念出發，涵蓋監督式、非監督式與強化學習，並提供關鍵的數學推導（如梯度下降、線性代數），以建立深厚的機器學習底層邏輯。⊙經典演算法至深度學習全解析：並重經典迴歸、決策樹與SVM，並深度拆解CNN、RNN、LSTM及當前主流的Transformer架構，接軌AI業界最熱門的技術核心。⊙Python實作與全生命週期導引：搭配主流程式碼與Kaggle真實數據集，完整走過資料清洗、特徵工程到模型評估的專案流程，同時深入探討AI倫理與模型可解釋性。本書兼具理論知識的傳授與實務應用能力的培養。全書以核心概念紮實基礎，並輔以數學直覺和必要的推導（如梯度下降、機率論、線性代數）說明，內容涵蓋廣泛，從經典迴歸模型到現代深度學習的熱門應用――CNN、RNN及領先時代的Transformer架構，均有深入淺出的探討。實務操作以Python程式碼應用為重點，搭配Scikit-learn、TensorFlow與PyTorch等函式庫，完整拆解從資料清洗、特徵工程到模型評估的「專案全生命週期」。透過Kaggle等真實數據集的實戰演練，讀者將可親手實作圖像分類與自然語言處理等案例。此外，本書更具備前瞻性的倫理視角，深入討論數據偏見與模型可解釋性，讓讀者對機器學習概念、方法與實踐能有全面的理解。

★ 友善的學習銜接機制：因應讀者不同的程式基礎，特別規劃Python基礎章節，協助初學者順利銜接AI實作。 ★ 精煉的數學門檻導引：針對AI理論中必備的數學知識，以簡明扼要的方式進行重點歸納，讓讀者快速掌握數學關鍵。 ★ 系統化的學習路徑：針對期待跨入AI領域的初學者，規劃由淺入深的章節架構，帶領讀者一步步建立AI知識的核心基礎。 ★ 理論與實戰深度結合：強調「學以致用」，內容不僅涵蓋AI理論，更設計了程式實作練習，藉此提升學習動力，無論是自學或課堂教學皆能輕鬆上手。 ★ 接軌國際認證與職涯優勢：結合Certiport ITS Artificial Intelligence人工智慧核心能力國際認證考試重點，並納入模擬試題，協助掌握考試關鍵，順利考取證照，提升專業競爭力。