Effective Python

資料科學家是當下炙手可熱的職業，機器學習則是他們的必備技能，機器學習在大資料分析中居於核心的地位，在互聯網、金融保險、製造業、零售業、醫療等產業領域發揮了越來越大的作用且日益受到關注。Python是最好最熱門的編程語言之一，以簡單易學、應用廣泛、類庫強大而著稱，是實現機器學習演算法的首選語言。 本書以快速上手、四分理論六分實踐為出發點，講述機器學習的演算法和Python編程實踐，採用“原理筆記精華

The ultimate guide for the beginner Raspberry Pi 3 user! Taking you through from setting it up and getting to grips with the basic all the way to competent user with Python programming abilities.This

本書面向市場行銷特定領域中的大量典型問題，如產品設計、需求預測、價格研究、客戶選擇、推薦系統等，通過理論和實際的R/Python實現，深入淺出地給出了詳細的資料科學解決方案。本書適合作為高等院校預測分析學等相關專業的教材，也適用於準備探索資料科學的人。

It is a marketing truism that products should be shaped around the preferences of customers, not designers, and that a design or advert that is effective with one personality type may not be effective

This clinical guide describes a different way to treat borderline personality disorder. Rather than using the currently available therapies, the author presents a trans-theoretical approach that combines the essential elements of all effective treatments. The book offers a framework for understanding the nature and origins of borderline personality disorder that is used to define treatment targets and strategies. Building on this foundation, systems for organizing treatment are presented around change mechanisms common to all effective therapies. Interventions are presented in modules, allowing therapists to select treatment according to the needs of patients. Treatment is explained by dividing therapy into phases, each addressing different problems. Methods are described to promote engagement, manage suicidality, treat crises, improve emotional regulation, restructure maladaptive interpersonal behaviours, construct a new sense of self and identity, and build a life worth living. The v

Learn How To Make An Effective Ketogenic Plan To Help You Lose Weight! Benefits: Improving Your Health And Wellness, Weight Loss And Much MoreThis book has an effective ketogenic diet plan to help you

本書以簡潔生動的語言介紹樹莓派的編程知識，你可以瞭解如何配置樹莓派的軟硬體，並用Python語言編寫腳本，創建圖形介面，並控制外部電子設備，並通過遊戲專案和機器人製作的案例來進行實踐，以鞏固所學的知識與技巧,適合初學者閱讀。

本書實例意在解決生物學問題，通過“編程技法”的形式，涵蓋盡可能多的組織、分析、表現結果的策略。在每章結尾都會有為生物研究者設計的編程題目，適合教學和自學。本書由六部分組成：Python語言基本介紹，語言所有成分介紹，高級編程，數據可視化，生物信息通用包Biopython，*后給出20個'編程秘笈”，范圍涵蓋了從二級結構預測、多序列比對到蛋白質三維結構的廣泛話題。此外，本書附錄還包括了大量的生物信息

Takes coding further by showing how to use selection in coding ('if' statements) and how to use more sophisticated languages like Python. Includes using selection in coding and more advanced programmi

Describes a highly effective alternative health care paradigm Two distinguished leaders in (nurse-)midwifery provide a comprehensive examination of an effective, well-known model of perinatal care ass

Explore mindful crafts as an effective and efficient therapy.Arts and crafts were one of the very first therapies employed by occupational therapists. Today, crafts are still employed as effective int

The effective use of human resources and tangible or intangible assets are key components of an organization's success in the turbulent environment of the modern world. Such effective use requires the

In order to make an effective contribution, HR specialists have to be good at management, leadership, and developing themselves and others. However, in addition, they need to be aware of the managemen

This book focuses on grammatical inference, presenting classic and modern methods of grammatical inference from the perspective of practitioners. To do so, it employs the Python programming language t

Built on the process featured in Common Formative Assessment: A Toolkit for PLCs at Work™, this book demonstrates how educators can develop effective and efficient assessments. The authors simplify as

本書從跨學科的角度入手，強調應用，介紹Python有用的功能，包括編程的基本要素、功能、模組、面向物件編程和資料抽象物件、演算法與資料結構，融匯了作者豐富的課堂教學經驗，提供了大量源代碼、I/O庫和精選實例。適合作為高校電腦專業編程課程的教材。

The syringe driver is a simple and cost-effective method of delivering a continuous subcutaneous infusion (CSCI). A CSCI provides a safe and effective way of drug administration and can be used to mai

Are international courts effective tools for international governance? Do they fulfill the expectations that led to their creation and empowerment? Why do some courts appear to be more effective than

This third edition of a bestseller has been completely revised and expanded to include seven new chapters covering Python fundamentals, Unix system administration fundamentals, and more. Designed for

本書關注的是使用R與Python預測分析建模來解決實際問題。在每一章加入一些特定應用領域和業界問題的案例，並提供有效的解決方法。通過展示建模技術和程式設計工具，我們將抽象的概念轉換為具體的例子。這些詳實的案例有助於讀者理解相關知識。

本書面向所有對機器學習與資料挖掘的實踐及競賽感興趣的讀者，從零開始，以Python編程語言為基礎，在不涉及大量數學模型與複雜編程知識的前提下，逐步帶領讀者熟悉並且掌握當下最流行的機器學習、資料挖掘與自然語言處理工具，如Scikitlearn、NLTK、Pandas、gensim、XGBoost、Google Tensorflow等。 全書共分4章。第1章簡介篇，介紹機器學習概念與Python編程知識；第2章基礎篇，講述如何使用Scikitlearn作為基礎機器學習工具；第3章進階篇，涉及怎樣借助高級技術或者模型進一步提升既有機器學習系統的性能；第4章競賽篇，以Kaggle平臺為物件，幫助讀者一步步使用本書介紹過的模型和技巧，完成三項具有代表性的競賽任務。

Tools used for penetration testing are often purchased or downloaded from the Internet. Each tool is based on a programming language such as Perl, Python, or Ruby. If a penetration tester wants to ext

The screenwriter, innovative animator, highly acclaimed visionary film director, and only non-British member of Monty Python offers an intimate glimpse into his world in this fascinating memoir illust

Shows hows how to build interactive, fun, and effective online learning programs for any objective or setting. The “father of e-learning” offers his insight on what makes good elearning, particularly

Describes effective citizenship skills, tips from civic experts, and offers examples of everyday Americans who have made democracy benefit them.

(FAQ). Britcoms FAQ is a sweeping survey of the very best in British television comedy, from the early days of 1950s television, and the rise of Tony Hancock, through the golden age of Monty Python ,

SUCCESS - DON'T COMPETE DOMINATE: 7 EFFECTIVE HABITS IF YOU WANT TO DOMINATE THE COMPETITION LIKE A BAD A$$Discover the secrets of true mastery and winning in lifeHave you ever wondered why some peopl

Learn specific,effective strategies to avoid sinking into overwhelming debt while pursuing a career-advancing degree.

An up-and-coming visionary in the world of philanthropy and a cofounder of the effective altruism movement explains why most of our ideas about how to make a difference are wrong and presents a counte

This book presents computer programming as a key method for solving mathematical problems. There are two versions of the book, one for MATLAB and one for Python. The book was inspired by the Springer

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 is a super-sick book! It's chock-full of information!"Pedguin (YouTube gamer) "It really does have everything you could possibly need!"Python (YouTube gamer) Terraria can be a dangerous place...

This hilarious, Monty Python–style sendup of the classic knight-and-dragon story comes with jaunty rhymes and a fabulous twist endingMischief! Mishaps! Dragons! Here's the story of an intrepid knight,

本書分三部分、共16章介紹一些常用的設計模式。第一部分介紹處理物件創建的設計模式，包括工廠模式、建造者模式、原型模式；第二部分介紹處理一個系統中不同實體（類、物件等）之間關係的設計模式，包括面板模式、享元模式等；第三部分介紹處理系統實體之間通信的設計模式，包括責任鏈模式、觀察者模式等。本書的讀者物件為有一定基礎的Python程式師。

Can Coenzyme Q10 really lower your blood pressure? Are chiropractors quacks? What is the Alexander Technique, anyway? How do you choose which herbs are most effective for treating anxiety and insomnia

本書首先介紹什麼是性能分析，性能分析如何在專案開發週期中發揮作用，以及通過在專案中進行性能分析實踐能夠取得的效果。緊接著介紹分析性能所需的核心工具（性能分析器和視覺化性能分析器）。然後介紹一系列性能優化技術，最後一章會介紹一個具有實際意義的優化案例。 本書適合所有Python 程式師閱讀。

When we constantly feel hungry and overeat, sometimes it’s not about the food. In this important book, a weight management expert presents the proven-effective Anchor Weight Management System to help

本書詳細介紹Python科學計算中最常用的擴展庫NumPy、SciPy、matplotlib、Pandas、SymPy、TTK、Mayavi、OpenCV、Cython，涉及數值計算、介面製作、三維視覺化、影像處理、提高運算效率等多方面的內容。所附光碟中包含所有章節的Notebook以及可擕式運行環境WinPython，以方便讀者運行書中所有實例。

A new and proven paradigm for evaluating teacher effectiveness The Measures of Effective Teaching reflects the work of the Bill & Melinda Gates Foundation's Measures of Effective Teaching (MET

The adventures of Mowgli, the young man raised by wolves in the jungles of Central India, and his friends Baloo the bear, Bagheera the panther and Kaa the python, as they face the arch villain Shere K