Python machine learning

本書共分五個章節，分別是電腦科學、Python面向物件程式設計、常用演算法思想及其程式實現、Python資料分析和Python擴展應用。不僅涵蓋了Python設計的基礎知識，還列舉了幾種常用的經典演算法，最後從大資料分析和擴展應用兩個方向介紹了Python語言的強大之處。此外，在每個小節的最後，還設置了上機實踐、課堂練習、閱讀材料等板塊，適合中學生的學習以及課程開設。本書還提供線上網路課程，通過M

A Victorian scientist develops a time machine and travels to the year 802,171 AD. There he finds the meek, child-like Eloi who live in fear of the underground-dwelling Morlocks. When his time machine

Can You Train a Dog to Sit? If so, You Can Master Reinforcement Learning in No time!Welcome to the world of reinforced learning. This is a world where self-driving cars can be seen on real roads, wher

本教程集教材、練習冊、上機指導於一體，基於Windows 10和Python 3.5.2構建Python開發平臺，闡述Python語言的基礎知識，以及使用Python語言的實際開發應用實例，具體內容包括：Python概述、Python語言基礎、程式流程控制、常用內置資料類型、系列資料類型、輸入和輸出、錯誤和異常處理、函數、類和物件、模組和用戶端、演算法與資料結構基礎、圖形用戶介面、圖形繪製、數值日

The Python Standard Library for Python 3.x contains hundreds of exceptionally useful modules, all extensively tested and ready to jump-start your application development. The Python Standard Library b

Using fun graphics and easy-to-follow instructions, Coding Projects in Python is a straightforward, visual guide that shows young learners how to build their own computer projects using Python, an eas

Machine learning algorithms and artificial intelligence influence many aspects of life today. This report identifies some of their shortcomings and associated policy risks and examines some approaches

本書分為三大部分，其中第1~4章是Python基礎，這個部分會介紹閱讀本書所必須掌握的Python知識。第5~7章是講解Python直接提供的資料處理工具，這些工具包括一些易用的資料結構、標準庫和第三方工具。第8~12章是一些實際的案例，將會涉及Python主要擅長的幾個領域。後的三個附錄分別介紹了關於Python的一些擴展知識。

Machine Dreaming and Consciousness is the first book to discuss the questions raised by the advent of machine dreaming. Artificial intelligence (AI) systems meeting criteria of primary and self-reflex

This unique text/reference provides a detailed overview of the latest advances in machine learning and computer vision related to visual attributes, highlighting how this emerging field intersects wit

Gain a fundamental understanding of Python’s syntax and features with the third edition ofBeginning Python, an up–to–date introduction and practical reference. Covering a wide array of Python–related programming topics, including addressing language internals, database integration, network programming, and web services, you’ll be guided by sound development principles. Ten accompanying projects will ensure you can get your hands dirty in no time.Updated to reflect the latest in Python programming paradigms and several of the most crucial features found in latest Python 3. Advanced topics such as extending Python and packaging/distributing Python applications, are also covered.

全書共分16章，對Python內部工作原理進行了一定深度的剖析，99%以上的案例代碼使用Python 3.5.1實現，也適用於Python 3.4.x（除少數幾個新特性之外）和最新版本Python 3.5.2以及Python 3.6.0，極個別案例使用Python 2.7.11實現（同樣適用於其他版本Python 2.7.x，包括最新的Python2.7.12），適當介紹了Python代碼優化、系

"Caleb's Gumball Machine" is a delightful children's book that tells the story about how young Caleb acquired his first ASSET - a Gumball Machine! In the story, Caleb learns that it is important to ha

Learn the fundamental aspects of the business statistics, data mining, and machine learning techniques required to understand the huge amount of data generated by your organization. This book explains

本書以Python 為樣本，不僅介紹了編程的基本概念，還著重講解了編程語言的範式（面向過程、面向物件、面向函數），並把編程語言的範式糅在Python 中，讓讀者不僅學會Python，未來在學習其他編程語言時也變得更加容易。

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

Are you keen to add Python to your programming skills? Learn quickly and have some fun at the same time withHead First Python. This updated book takes you beyond typical how-to manuals with engaging i

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

This book provides comprehensive coverage of the field of outlier analysis from a computer science point of view. It integrates methods from data mining, machine learning, and statistics within the co

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

There’s growing interest in learning how to analyze streaming data in large-scale systems such as web traffic, financial transactions, machine logs, industrial sensors, and many others. But analyzing

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

This book covers aspects of human re-identification problems related to computer vision and machine learning. Working from a practical perspective, it introduces novel algorithms and designs for human

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

The Hitchhiker's Guide to Python takes the journeyman Pythonista to true expertise. More than any other language, Python was created with the philosophy of simplicity and parsimony. Now 25 years old,

This book lays out a path leading from the linguistic and cognitive basics, to classical rule-based and machine learning algorithms, to today’s state-of-the-art approaches, which use advanced empirica

A military machine with a soul, a thinking computer in the form of a man, X-51 is the Machine Man! Abel Stack gave a government-created robot a human face, nurturing the man inside the machine and cal

Explore the web and make smarter predictions using Python About This Book * Targets two big and prominent markets where sophisticated web apps are of need and importance. * Practical examples of build

This textbook provides concise coverage of the basics of linear and integer programming which, with megatrends toward optimization, machine learning, big data, etc., are becoming fundamental toolkits

The modern financial industry has been required to deal with large and diverse portfolios in a variety of asset classes often with limited market data available.Financial Signal Processing and Machine

Python for Everybody is designed to introduce students to programming and software development through the lens of exploring data. You can think of the Python programming language as your tool to so

This book explores the domain of reliability engineering in the context of machine tools. Failures of machine tools not only jeopardize users’ ability to meet their due date commitments but also lead

Adam Christopher's The Machine Awakes is a far future space opera set in the universe ofBurning Dark. In the decades since the human race first made contact with the Spiders—a machine race capable of

For courses in Python Programming Introduces Python programming with an emphasis on problem-solvingNow in its Third Edition, Practice of Computing Using Pythoncontinues to effectively introduce

本書通過闡述Python語言的基礎知識，以及使用Python語言的實際開發應用實例，來介紹如何使用電腦進行問題求解。豐富的例子和習題展示了在真實世界中是如何使用電腦的。目前Python在軟體產業中已經成為最廣泛使用的程式設計語言之一，對於初學者，Python也是理解電腦程式開發的理想工具。

Learn to master basic programming tasks from scratch with real-life scientifically relevant examples and solutions drawn from both science and engineering. Students and researchers at all levels are increasingly turning to the powerful Python programming language as an alternative to commercial packages and this fast-paced introduction moves from the basics to advanced concepts in one complete volume, enabling readers to quickly gain proficiency. Beginning with general programming concepts such as loops and functions within the core Python 3 language, and moving onto the NumPy, SciPy and Matplotlib libraries for numerical programming and data visualisation, this textbook also discusses the use of IPython notebooks to build rich-media, shareable documents for scientific analysis. Including a final chapter introducing challenging topics such as floating-point precision and algorithm stability, and with extensive online resources to support advanced study, this textbook represents a targe

Learn the fundamentals of Cython to extend the legacy of your applicationsAbout This BookLearn how to extend C applications with pure Python codeGet more from Python – you'll not only learn Cython, yo

This book addresses the fundamentals of machine ethics. It discusses abilities required for ethical machine reasoning and the programming features that enable them. It connects ethics, psychological e