Python machine learning

《 Python編程與問題求解》的突出特點包括以下幾個方面： 《 Python編程與問題求解》使用從下至上的方法來解釋概念。 附錄中會對算法和流程圖進行額外的討論。 《 Python編程與問題求解》通篇提供帶注釋的代碼來闡述Python多種特性的用法。 獨立于正文的補充信息和重要提示包含在特殊的方框中，開頭以“注意”標明。 每章末尾的需要牢記的知識點總結了重要知識點，方便讀者回顧學過的知識點。 書

Python是資料分析的語言，而網路中的資料和資訊很多，如何從中獲取需要的資料和資訊呢？簡單、直接的方法就是用爬蟲技術來解決。本書是一本教初學者學習如何爬取網路資料和資訊的入門讀物。書中不僅有Python的相關內容，而且還有資料處理和資料挖掘等方面的內容。本書內容非常實用，講解時穿插了22個爬蟲實戰案例，可以大大提高讀者的實際動手能力。本書共分12章，核心主題包括Python零基礎語法入門、爬蟲原

With just a little know-how and the right accessories, you can get the most out of your sewing machine and give all your sewing and quilting projects a professional look!In Sewing Machine Magic, autho

Deep learning is applicable to a widening range of artificial intelligence problems, such as image classification, speech recognition, text classification, question answering, text-to-speech, and opt

本書以零基礎講解為宗旨，用實例引導讀者深入學習，採取“基礎知識→核心技術→高級應用→項目開發實戰”的講解模式，深入淺出地講解Python的各項技術及實戰技能。 本書第1篇基礎知識主要講解揭開Python 神秘面紗、基礎語法、列表、元組、字典、字符串操作、流程控制和函數等；第2篇核心技術主要講解對象與類、程序調試和異常處理、模塊與類庫、迭代器、操作文件的方法、圖形用戶界面和流行的Python開發工具

Discover the Django web application framework and get started building Python-based web applications. This book takes you from the basics of Django all the way through to cutting-edge topics such as c

Computational Nuclear Engineering and Radiological Science Using Python provides the necessary knowledge users need to embed more modern computing techniques into current practices, while also helping

This book provides an introduction to the emerging area of “Brain-Machine Interfaces,” with emphasis on the operation and practical design aspects. The book will help both electrical & bioengineers as

This book is an innovative introduction to Python and its audio-visual capabilities for beginning programmers; a resource for expert programmers and of interest to anyone involved in music. It is stru

From the “father of science fiction,” H. G. Wells, comes two masterpieces of speculative storytelling: The Time Machine and The Invisible Man.The former propels the reader into the distant

本書共分為16章，第1章主要介紹Python的發展歷史、特點、下載與安裝方法、使用方式、集成開發環境、內置模塊、幫助的使用等內容；第2章主要介紹Python語言的基礎知識。第3章主要介紹程序控制結構；第4章主要介紹Python中的常用數據結構，包括序列、字典、集合等數據結構；第5章主要介紹函數的定義和調用、基於函數的抽像與求精思想、遞歸思想等內容。第6章主要介紹文件的操作；第7章主要介紹Pytho

This tutorial teaches everything you need to get started with Python programming for the fast-growing field of data analysis. Daniel Chen tightly links each new concept with easy-to-apply, relevant ex

Python是由Guido van Rossum于20世紀80年代末和90年代初，在荷蘭國家數學和計算機科學研究所設計出來的。它是一種面向對象的、用途非常廣泛的編程語言，具有非常清晰的語法特點，適用于多種操作系統。目前Python在國際上非常流行，正在得到越來越多的應用。 Python可以完成許多任務，功能非常強大，其利用Pandas處理大數據的過程，由于Pandas庫的使用能夠很好地展現

This collection of original, interdisciplinary essays addresses the work of Monty Python members beyond the comedy show, films, and live performances. These men are prolific creators in a variety of a

Programming knowledge is often necessary for finding a solution to a biological problem. Based on the author’s extensive experience, Python for Bioinformatics helps scientists solve their biological p

Introduction to Modeling and Simulation with MATLAB and Python is intended for students and professionals in science, social science, and engineering that wish to learn the principles of computer mode

Want to know what could happen if you’re zapped byan out-of-control time machine?Join the young, creative inventor James McGee onhis perilous journey back through time to the land ofvolcanoes and dino

本書專門針對Python新手量身定做，涵蓋了Python 3 實際開發的重要知識點，內容包括：Python語言的類型和物件、操作符和運算式、編程結構和控制流、函數、序列、多線程、正則運算式、面向物件編程、檔操作、網路編程、郵件收發、資料庫操作等，提供Python爬蟲、資料處理專案範例，各章還安排了調試、問題解答、溫故知新、牛九小試等內容，以幫助讀者學會處理程式異常、解答學習困惑、鞏固知識、學以致用

全書共13章，面向Python 3.5.x、Python 3.6.x和Python 3.7.x，重點關注Python內置物件和標準庫物件的高級應用以及比較前沿的一些新技術，偶爾涉及一點擴展庫用法。第1章介紹Python語言編程規範與代碼優化建議、開發環境配置、程式偽編譯與打包。第2章詳解運算符與內置函數的用法。第3章詳解各種序列物件、推導式、切片和序列解包。第4章詳解選擇結構和迴圈結構，關鍵字el

Interpersonal Divide in the Age of the Machine challenges us to scrutinize data science and take inventory of ourselves through the lens of the human condition, from which media and technology offer e

The Anti-Politics Machine (1990) examines how international development projects are conceived, researched, and put into practice. It also looks at what these projects actually achieve. Ferguson criti

Having a moon for a head at high school is a pretty tricky situation. But when the school talent contest is announced, Joey Moonhead spots an opportunity to impress his classmates with a music machine

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

Short Ride on A Fast Machine is a quirky and engaging caper, the story of a young cycle courier from London who goes on an improbable journey to Norway, to pick up a stuffed owl for a mysterious clien

Understand Blender's Python API to allow for precision 3D modeling and add-on development. Follow detailed guidance on how to create precise geometries, complex texture mappings, optimized renderings,

This book provides the first systematic study of facial kinship verification, a new research topic in biometrics. It presents three key aspects of facial kinship verification: 1) feature learning for

?This book provides a complete and comprehensive guide to Pyomo (Python Optimization Modeling Objects) for beginning and advanced modelers, including students at the undergraduate and graduate le

Computer Coding Python for Kids has all you need to master Python - one of the world's most popular computer programming languages.Python is easier than other professional coding languages yet no less

本書針對開發零基礎的人群，採用案例或任務驅動的方式，由入門到精通，採用邊講解邊練習的方式，使讀者能夠快速掌握Python開發。本書首先介紹了Python的基礎知識，然後介紹了面向物件的編程，並通過開發遊戲專案體驗到開發 的樂趣，最後介紹了Python高級開發、網路編程、進程和線程、資料結構等內容。本書通過通俗易懂的原理及深入淺出的案例，並配以完善的學習資源和支援服務，為讀者帶來全方位的學習體驗，包

A Victorian scientist and inventor creates a machine for propelling himself through time, and voyages to the year AD 802701, where he discovers a race of humanoids called the Eloi. Their gently indole

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

Tilly is seven and a half - and about to make history. When Tilly's dad builds a time machine in the shed there's only one place she really wants to go: back to her sixth birthday party, when she ate

Scientific Python is a significant public domain alternative to expensive proprietary software packages. This book teaches from scratch everything the working scientist needs to know using copious, downloadable, useful and adaptable code snippets. Readers will discover how easy it is to implement and test non-trivial mathematical algorithms and will be guided through the many freely available add-on modules. A range of examples, relevant to many different fields, illustrate the language's capabilities. The author also shows how to use pre-existing legacy code (usually in Fortran77) within the Python environment, thus avoiding the need to master the original code. In this new edition, several chapters have been re-written to reflect the IPython notebook style. With an extended index, an entirely new chapter discussing SymPy and a substantial increase in the number of code snippets, researchers and research students will be able to quickly acquire all the skills needed for using Python e

This book is for teachers interested in incorporating interaction online into their teaching.Interaction Online is a valuable resource for anyone who wants to incorporate an aspect of online interaction in their language teaching. It is relevant for use with online, blended or face-to-face courses and appropriate for a wide range of teachers and learning contexts. This handbook contains over 75 tried and tested activities, the majority of which can be carried out either synchronously or asynchronously. Activities are purposeful and foster interaction between and among learners and instructors, rather than between learner and machine, and make use of generic tools and applications, such as discussion forums, instant message services and Facebook.

This book is an effort to give programmers sufficient knowledge of Python 3 to be able to work on their own projects. Although it covers all of the basic concepts, the book features a chapter on PyGam

Quickly learn how to automate unit testing of Python 3 code with Python 3 automation libraries, such as doctest, unittest, nose, nose2, and pytest.This book explores the important concepts in software

Learn software engineering and coding best practices to write Python code right and error free. In this book you’ll see how to properly debug, organize, test, and maintain your code, all of which lead

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

It's Mage against the Machine! Magic vs technology in Roar's newest graphic novel. When three apprentice mages are sent to help a neighboring guild, they reignite a decades-old war with a robot army t

本書介紹了利用Python實現資料視覺化。並介紹了資料、資訊與知識之間的關係。書中涉及的視覺化過程應用了大量流行的Python庫，你會學到採用Numpy、Scipy、IPython、MatPotLib、Pandas、Patsy和Scikit-Learn等生成視覺化結果的不同方法。