Python data mining and machine learning in action

Develop the analytical skills that are in high demand in businesses today with Camm/Cochran/Fry/Ohlmann's best-selling BUSINESS ANALYTICS, 5E. You master the full range of analytics as you strengthen descriptive, predictive and prescriptive analytic skills. Real examples and memorable visuals clearly illustrate data and results. Step-by-step instructions guide you through using Excel, Tableau, R or the Python-based Orange data mining software to perform advanced analytics. Practical, relevant problems at all levels of difficulty let you apply what you've learned. Updates throughout this edition address topics beyond traditional quantitative concepts, such as data wrangling, data visualization and data mining, which are increasingly important in today's business environment. MindTap and WebAssign online learning platforms are also available with an interactive eBook, algorithmic practice problems and Exploring Analytics visualizations to strengthen your understanding of key concepts.

DescriptionWelcome to the International Metric Version of Essential Calculus: Early Transcendental Functions. For this metric version, the units of measurement used in most of the examples and exercises have been changed from U.S. Customary units to metric units. We did not convert problems that are specific to the U.S. Customary units, such as dimensions of a baseball field or U.S. postal rates. We are excited to offer you a new edition with more resources then ever that will help you understand and master calculus. This text includes features and resources that continue to make Essential Calculus: Early Transcendental Functions a valuable learning tool for students and a trustworthy teaching tool for instructors.Essential Calculus: Early Transcendental Functions provides the clear instruction, precise mathematics, and thorough coverage that you expect for your course.FeaturesNEW Big Ideas of CalculusWe have added a new feature to help you discover and understand the Big Ideas of Calc

Whether you are a computer programming student, hobbyist or professional, Lambert's FUNDAMENTALS OF PYTHON™: DATA STRUCTURES, 2E offers the perfect introduction to object-oriented design and data stru

Written for computer programming students, hobbyists, and professionals, FUNDAMENTALS OF PYTHON: DATA STRUCTURES is an introduction to object-oriented design and data structures using the popular Pyth

In FUNDAMENTALS OF PYTHON: FROM FIRST PROGRAMS THROUGH DATA STRUCTURES, Washington and Lee University professor Kenneth A. Lambert presents all of the important topics in CS1 and CS2 in one volume. Th

本書強調應用多於計算，示範重要的統計方法和工具是如何被現今的管理者所應用。本書囊括超過 1,000 個真實的資料檔案，並衍生超過 2,000 個資料驅動 (data-driven) 的範例、習題及個案、Excel 活頁簿與操作指令，內容遍及商業的各個功能領域，清楚地呈現統計是如何被行銷管理者、金融分析師、會計師以及經濟學者等所應用。 為了加強讀者全面與實務的統計技能，以因應未來在職場上的需求，本書採用三階段的解題方法：透過對問題和資料型態的了解，辨識的正確的統計方法。運用手算或 Excel 計算統計數據。針對問題之意涵詮釋統計結果。

DescriptionThe Workplace Success series prepares students for working in an English-speaking job environment. All four English skills-reading, listening, speaking and writing-are included in each unit

Understand the role of mathematics in biology with MODELING THE DYNAMCICS OF LIFE: CALCULUS AND PROBABILTY FOR LIFE SCIENTISTS, 3E, International Edition! Designed to demonstrate the importance of mat

Most business books on social media have focused exclusively on using it as a marketing tool. Many employers see it as simply a workplace distraction. But social media has the potential to revolutioni

‧Current thoughts and concepts in marketing strategy formulation, based on constructs that have taken place in the field ‧Incorporation of global focus throughout the book ‧Discussion of problems and

Today's Health Information Management reflects the recent trends and developments in technology, law, and organizational management that have changed the HIM profession. This book guides the health in

Health Promotion in Nursing, 2nd edition, offers a unique holistic viewpoint on the importance of achieving and maintaining health and wellness at all stages of life. It begins with an overview of hea

●NEW SECTION HIGHLIGHTS LEGAL AND ETHICAL ISSUES IN THE USE OF DATA AND ANALYTICS. Chapter 1 includes a new section that addresses common legal and ethical issues related to the use of data and analytics. This new legal and ethical section discusses recent data privacy laws as well as ethical issues that both practitioners and consumers of analytics models should consider.●PRACTICAL, RELEVANT PROBLEMS HELP STUDENTS MASTER CONCEPTS AND HANDS-ON SKILLS. Applications drawn from all functional business areas, including finance, marketing and operations, provide important practice at a variety of levels of difficulty. Time-saving data sets are available for most exercises and cases.●REVISED DATA MINING CHAPTERS OFFER CLEARER PRESENTATION OF CONCEPTS. The authors have reorganized and updated this edition's data mining chapters to ensure students thoroughly understand the presentation. The descriptive data mining chapter (Ch. 5) now appears after the probability chapter so that the data minin

Be part of the big learning data revolution!

本書特色 O’Neil 所著《高等工程數學》第八版包括下列幾個特點，旨在使學生更容易接近數學以及對數學產生興趣： •新增「數往知來」(Math in Context)，是由工程師為工程學生編寫的短文，從他們的角度提供洞察力，了解數學如何在各種現實世界的工程專案和設置中出現。•本書的架構重新設計，以便更有效地關注特定主題。例如，增加了史特姆 李歐維里的問題、波動和熱方程式的解法，包括處理驅動函數的

Description Inspire is a listening and speaking course with additional content reading designed to create a richer speaking experience. The spectacular National Geographic photos and video provide end

Aspire is an exciting new three level upper secondary course packed full of National Geographic content including images and video. With Aspire students will: • Discover the world through fascinating

When was the last time you read a business book that combined intellectual rigor, immense practicality and uproarious humor? If it's been a while (like forever) since you've read a book like that, buy

This how-to and reference manual is guaranteed to put users on the fast track to mastering MICROSTATION! Cleverly engineered project and lab exercises harness the power of V8i functionality, guiding u

Teaching Vocabulary: Strategies and Techniques thoroughly examines over 60 teaching techniques and suggests clear, research-based principles for vocabulary training. This unified approach represents

本書內容包含1. Introduction to Computers2. The Internet and World Wide Web3. Application Software4. The Components of the System Unit5. Input6. Output7. Storage8. Operating Systems and Utility Programs9. Co

Focusing on the conceptual understanding of mechanics, this exciting new text addresses developments in the methods of analyzing mechanics problems. It fully incorporates the highly sophisticated comp

Focusing on the conceptual understanding of mechanics, this exciting new text addresses developments in the methods of analyzing mechanics problems. It fully incorporates the highly sophisticated comp

本書內容包含Part I: Guides for Principled BehaviorChapter 1 Social, Philosophical, and Other Historical Forces Influencing the Development of Nursing Chapter 2 Ethical Theory Chapter 3 Ethical Principles Pa

LEADERSHIP, 3rd edition is the most practical leadership textbook on the market, making key concepts immediately relevant through a unique three-pronged approach: theory, application, and skill develo

Faye gets up for school on Monday and sees that it is raining. She does not want to go to school. She's running late so she runs past her mother and leaves the house. On her way, she hits a dog with h

STATISTICS: LEARNING FROM DATA, by respected and successful author Roxy Peck, resolves common problems faced by learners of elementary statistics with an innovative approach. Peck tackles the areas le

STATISTICS: LEARNING FROM DATA, by respected and successful author Roxy Peck, resolves common problems faced by learners of elementary statistics with an innovative approach. Peck tackles the areas le

Peck, Short, and Olsen's INTRODUCTION TO STATISTICS AND DATA ANALYSIS, 6th Edition stresses interpretation and communication of statistical information through hands-on, activity based learning using

Strengthen mathematical skills and gain practice using those skills in preparation for success in machine trades or manufacturing with Peterson/Smith's MATHEMATICS FOR MACHINE TECHNOLOGY, 8E. This com

Data Analytics and Data-based Decision-making are hot topics now. Big Data has entered the common parlance. Many kinds of data are generated by business, social media, machines, and more. Organization

Daft and Marcic's action-first approach turns the traditional learning model on its end. Instead of starting with concepts and moving to application, this text starts with application, an introductory

This new CD-ROM adds another dimension of interactivity to your course! The ETHICS IN ACTION CD-ROM creates a helpful multimedia learning environment for your students. They'll find insightful video c

Leadership is based in the craft of interacting with other people. This is a "how-to" book for learning the techniques of reflective practice in the action science / action inquiry t

With gripping photos, an engaging magazine-like format, and riveting examples straight from today's headlines, CRIMINAL JUSTICE IN ACTION: THE CORE, 8th puts readers in the center of the action. Provi

Information technology and the discipline of service science have changed the way we think about, develop and deliver service and services. This book will introduce a novel concept, service mining, to

The brand new edition of IMAGE PROCESSING, ANALYSIS, AND MACHINE VISION is a robust text providing deep and wide coverage of the full range of topics encountered in the field of image processing and m

With gripping photos, an engaging magazine-like format, and riveting examples straight from today's headlines, CRIMINAL JUSTICE IN ACTION: THE CORE, 7th puts you in the center of the action. Providing

With gripping photos, an engaging magazine-like format, and riveting examples straight from today's headlines, CRIMINAL JUSTICE IN ACTION: THE CORE, 7th puts you in the center of the action. Providing

The Seventh Edition of CRIMINAL JUSTICE IN ACTION places you in the center of the action and helps you excel in your criminal justice course! You'll explore vivid real-life applications that clarify k